{"id":200313,"date":"2026-08-20T09:25:53","date_gmt":"2026-08-20T13:25:53","guid":{"rendered":"https:\/\/innowise.com\/?p=200313"},"modified":"2026-08-28T05:22:59","modified_gmt":"2026-08-28T09:22:59","slug":"voice-recognition-in-healthcare","status":"publish","type":"post","link":"https:\/\/innowise.com\/pl\/blog\/voice-recognition-in-healthcare\/","title":{"rendered":"Rozpoznawanie g\u0142osu w s\u0142u\u017cbie zdrowia: przyk\u0142ady zastosowa\u0144, korzy\u015bci i wyzwania"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"200313\" class=\"elementor elementor-200313\">\n\t\t\t\t<div class=\"elementor-element elementor-element-819836f e-flex e-con-boxed e-con e-parent\" data-id=\"819836f\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c955e32 elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"c955e32\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n    \n<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93f634e elementor-widget-tablet__width-inherit elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"93f634e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Voice recognition in healthcare: use cases, benefits, and challenges<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0ba38f elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"a0ba38f\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"heroBottom\">\r\n  <div>\r\n    <a href=\"\/authors\/aleh-yafimau\/\">Aleh Yafimau<\/a>\r\n  <\/div>\r\n\r\n  <div class=\"second\">\r\n    <span>Aug 26, 2026<\/span>\r\n    <span>10 min read<\/span>\r\n  <\/div>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b399fb9 elementor-hidden-desktop elementor-hidden-tablet e-flex e-con-boxed e-con e-parent\" data-id=\"b399fb9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-523b86d elementor-widget elementor-widget-image\" data-id=\"523b86d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/Small-cover_Voice-recognition-in-healthcare-1.png\" class=\"attachment-large size-large wp-image-200314\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/Small-cover_Voice-recognition-in-healthcare-1.png 880w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/Small-cover_Voice-recognition-in-healthcare-1-300x225.png 300w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/Small-cover_Voice-recognition-in-healthcare-1-768x576.png 768w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/Small-cover_Voice-recognition-in-healthcare-1-16x12.png 16w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-970be0b article-description e-con-full e-flex e-con e-parent\" data-id=\"970be0b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f2465c0 author-article e-con-full e-flex e-con e-child\" data-id=\"f2465c0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e6efd78 e-con-full e-flex e-con e-child\" data-id=\"e6efd78\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3d76e49 e-con-full e-flex e-con e-child\" data-id=\"3d76e49\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ef45fbb elementor-widget elementor-widget-shortcode\" data-id=\"ef45fbb\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">[summarize_button_ai]<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-27f6da7 e-con-full takeways e-flex e-con e-child\" data-id=\"27f6da7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e65d259 elementor-widget elementor-widget-heading\" data-id=\"e65d259\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Key takeaways<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c8d5045 elementor-widget elementor-widget-text-editor\" data-id=\"c8d5045\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul class=\"blackUl\"><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Voice recognition in healthcare now spans everything from basic dictation to ambient documentation tools that draft the note while the clinician just talks to the patient.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The clearest win is time. Speech-driven documentation cuts the minutes clinicians spend fighting the <\/span><a href=\"\/healthcare\/emr-ehr-software-development\/\"><span style=\"font-weight: 400;\">EHR<\/span><\/a><span style=\"font-weight: 400;\"> after each visit, and across a clinic day that adds up fast.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Medical terminology, accents, and background noise remain the main sources of transcription errors, and most vendors handle them with specialty language models plus mandatory human review.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A working deployment touches more than the microphone. It needs <\/span><a href=\"\/healthcare\/hipaa-compliance\/\"><span style=\"font-weight: 400;\">HIPAA-grade security<\/span><\/a><span style=\"font-weight: 400;\">, EHR integration through HL7 V2 or FHIR, and clinician buy-in, or it turns into expensive shelfware.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccd97df elementor-widget elementor-widget-text-editor\" data-id=\"ccd97df\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">I&#8217;ve sat through enough healthcare IT meetings to notice a pattern. Every conversation about reducing clinician burnout eventually circles back to typing. Doctors didn&#8217;t train for years to become data entry clerks, yet a sizable chunk of their workday is spent doing exactly that.<\/span><\/p><p><span style=\"font-weight: 400;\">Voice recognition in healthcare is one of the few technologies that attacks this problem head on by letting clinicians talk instead of type. This article walks through what the technology is, how it works end to end, where it&#8217;s already earning its keep, and what it takes to get from a slick demo to a system doctors trust with real patients.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00acca1 elementor-widget elementor-widget-shortcode\" data-id=\"00acca1\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">[blog_related_services post_in='177630,187909,175716' title='See what related services we offer']<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f2858d1 e-con-full e-flex e-con e-child\" data-id=\"f2858d1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86cbb77 elementor-widget elementor-widget-heading\" data-id=\"86cbb77\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is voice recognition in healthcare?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b279355 e-con-full e-flex e-con e-child\" data-id=\"b279355\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7973ec7 elementor-widget elementor-widget-text-editor\" data-id=\"7973ec7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Medical voice recognition software captures spoken language, whether it&#8217;s a clinician dictating a note or a patient describing symptoms on a call, and turns it into structured, usable data inside a clinical workflow. That sounds simple until you notice how many overlapping terms get thrown around the same idea. Here&#8217;s how they differ:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f66e80f elementor-widget elementor-widget-text-editor\" data-id=\"f66e80f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul class=\"blackUl\"><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Speech recognition<\/b><span style=\"font-weight: 400;\"> converts audio into raw text, nothing more. It doesn&#8217;t care who&#8217;s talking or what the words mean clinically.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Voice recognition<\/b><span style=\"font-weight: 400;\"> goes a step further and can identify <\/span><i><span style=\"font-weight: 400;\">who<\/span><\/i><span style=\"font-weight: 400;\"> is speaking, which matters in multi-speaker settings like an exam room with a doctor and a patient.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Speech-to-text<\/b><span style=\"font-weight: 400;\"> is the general consumer term for the same underlying conversion, minus any medical-specific processing.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Medical dictation<\/b><span style=\"font-weight: 400;\"> is the oldest use case in the book: a clinician talks, the software transcribes, and the clinician edits and signs off.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ambient clinical documentation<\/b><span style=\"font-weight: 400;\"> listens to the whole visit and drafts a structured note without anyone dictating on purpose. The conversation itself is the input.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Conversational voice AI<\/b><span style=\"font-weight: 400;\"> takes it further still. It can ask clarifying questions, pull up records, or complete tasks like scheduling, not just transcribe what it hears.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b2f9318 e-con-full e-flex e-con e-child\" data-id=\"b2f9318\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d989b0 elementor-widget elementor-widget-heading\" data-id=\"4d989b0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How healthcare voice recognition works<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-580077d e-con-full e-flex e-con e-child\" data-id=\"580077d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-857b552 elementor-widget elementor-widget-text-editor\" data-id=\"857b552\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Underneath the marketing language, most healthcare voice systems follow the same pipeline, whether it&#8217;s a simple dictation app or a hospital-wide ambient scribe. It looks roughly like this:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58696a9 elementor-widget elementor-widget-text-editor\" data-id=\"58696a9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul class=\"blackUl\"><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Audio capture and noise reduction<\/b><span style=\"font-weight: 400;\">. A microphone or telephony line picks up the conversation and strips out background noise before anything else happens.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Automatic speech recognition (ASR).<\/b><span style=\"font-weight: 400;\"> The audio is converted into raw text using an acoustic and language model trained on speech.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Speaker identification and diarization.<\/b><span style=\"font-weight: 400;\"> The system works out who said what, separating clinician from patient in a shared recording.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Medical language processing<\/b><span style=\"font-weight: 400;\">. Natural language processing (NLP) models map the raw text onto clinical concepts, medications, and terminology.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>LLM-based summarization or task execution<\/b><span style=\"font-weight: 400;\">. A <\/span><a href=\"\/ai\/llm-development\/\"><span style=\"font-weight: 400;\">large language model (LLM)<\/span><\/a><span style=\"font-weight: 400;\"> transforms the transcript into a structured note, or in agentic setups, retrieves information through retrieval-augmented generation (RAG) and triggers actions via APIs.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Human review.<\/b><span style=\"font-weight: 400;\"> A clinician checks the output before it becomes part of the record. This step isn&#8217;t optional in any serious deployment.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>EHR or clinical system integration<\/b><span style=\"font-weight: 400;\">. The final note or data is written back into the electronic health record, usually through HL7 V2 or FHIR standards, sometimes paired with text-to-speech for voice replies.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5143f elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"3c5143f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"432\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/how-healthcare-voice-recognition-works.png\" class=\"attachment-large size-large wp-image-200316\" alt=\"The healthcare voice recognition pipeline\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/how-healthcare-voice-recognition-works.png 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/how-healthcare-voice-recognition-works-300x162.png 300w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/how-healthcare-voice-recognition-works-768x415.png 768w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/how-healthcare-voice-recognition-works-18x10.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-665eda0 e-con-full e-flex e-con e-child\" data-id=\"665eda0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a7ea45 elementor-widget elementor-widget-heading\" data-id=\"3a7ea45\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Types of voice recognition systems in healthcare<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dab76e4 elementor-widget elementor-widget-text-editor\" data-id=\"dab76e4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Vendors love giving every small variation on &#8220;software that listens&#8221; its own shiny name, which makes shopping for one feel like ordering coffee at a place with forty syrup options when all you wanted was something hot and caffeinated. Strip away the branding, though, and healthcare voice tools come in just a handful of flavors, each built for a different moment in a clinician&#8217;s day.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b66e5e8 e-con-full e-flex e-con e-child\" data-id=\"b66e5e8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f991a55 elementor-widget elementor-widget-heading\" data-id=\"f991a55\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Medical dictation systems<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f6057a elementor-widget elementor-widget-text-editor\" data-id=\"5f6057a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The classic setup. A clinician dictates directly into a microphone or handheld recorder, and the software converts speech to text in real time or after the fact for review and signing.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c30d45a e-con-full e-flex e-con e-child\" data-id=\"c30d45a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-78bb2f4 elementor-widget elementor-widget-heading\" data-id=\"78bb2f4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Ambient clinical documentation tools<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02578e2 elementor-widget elementor-widget-text-editor\" data-id=\"02578e2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Also called AI scribes, these listen passively to a patient visit and generate a structured note afterward, without the clinician having to dictate anything on purpose.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f833afe e-con-full e-flex e-con e-child\" data-id=\"f833afe\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f540c0e elementor-widget elementor-widget-heading\" data-id=\"f540c0e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">AI voice assistants and agents<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ab9de5 elementor-widget elementor-widget-text-editor\" data-id=\"0ab9de5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Conversational systems that go beyond note-taking. They can answer clinician questions, pull chart data, or handle patient-facing tasks like intake and follow-up calls.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-486aa64 e-con-full e-flex e-con e-child\" data-id=\"486aa64\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99b233b elementor-widget elementor-widget-heading\" data-id=\"99b233b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Voice-controlled clinical interfaces<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36b51c7 elementor-widget elementor-widget-text-editor\" data-id=\"36b51c7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Hands-free controls for EHR navigation, imaging systems, or surgical equipment, letting staff keep their hands sterile or free while working.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f427a27 e-con-full e-flex e-con e-child\" data-id=\"f427a27\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4506ec2 elementor-widget elementor-widget-heading\" data-id=\"4506ec2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Voice analytics and biomarkers<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa6b96f elementor-widget elementor-widget-text-editor\" data-id=\"aa6b96f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A newer category that analyzes vocal patterns, pitch, pauses, and tremor, for early indicators of conditions like Parkinson&#8217;s disease, depression, or cognitive decline.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-063f81a e-con-full e-flex e-con e-child\" data-id=\"063f81a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-88a0916 elementor-widget elementor-widget-heading\" data-id=\"88a0916\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Voice recognition use cases in healthcare<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd7117d elementor-widget elementor-widget-text-editor\" data-id=\"bd7117d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Ask a vendor how speech recognition is used in healthcare and you&#8217;ll get a slide deck with about thirty bullet points, most of which boil down to &#8220;we made typing optional.&#8221; Fair enough, honestly. Typing optional is underrated. Here&#8217;s where that plays out in a real clinical setting, beyond the note-taking everyone already assumes.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d2281dc e-con-full e-flex e-con e-child\" data-id=\"d2281dc\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26cd8be elementor-widget elementor-widget-heading\" data-id=\"26cd8be\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Clinical documentation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30dc37f elementor-widget elementor-widget-text-editor\" data-id=\"30dc37f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The biggest and most mature use case. Whether through dictation or ambient scribing, this is how speech recognition technology in healthcare earns most of its ROI, by cutting the time clinicians spend writing notes after hours.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-207c2bd e-con-full e-flex e-con e-child\" data-id=\"207c2bd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2353c57 elementor-widget elementor-widget-heading\" data-id=\"2353c57\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">EHR navigation and data entry<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db55449 elementor-widget elementor-widget-text-editor\" data-id=\"db55449\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Voice commands let clinicians pull up patient charts, enter orders, or search records without touching a keyboard, which matters more than it sounds in a sterile or gloved environment.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ab636d2 e-con-full e-flex e-con e-child\" data-id=\"ab636d2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca990be elementor-widget elementor-widget-heading\" data-id=\"ca990be\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Appointment scheduling and patient intake<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0fc447 elementor-widget elementor-widget-text-editor\" data-id=\"b0fc447\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Voice bots handle routine scheduling calls, collect intake information, and confirm appointments, freeing front-desk staff for more complicated conversations.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dfba82c e-con-full e-flex e-con e-child\" data-id=\"dfba82c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a8818e elementor-widget elementor-widget-heading\" data-id=\"0a8818e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Telehealth and remote patient support<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd20a90 elementor-widget elementor-widget-text-editor\" data-id=\"cd20a90\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Voice technology in healthcare powers real-time transcription during video visits and voice-based check-ins for remote patients, an area we work in directly through <\/span><a href=\"\/healthcare\/telemedicine-app-development\/\"><span style=\"font-weight: 400;\">telehealth app development<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a0ca9d3 e-con-full e-flex e-con e-child\" data-id=\"a0ca9d3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb250c4 elementor-widget elementor-widget-heading\" data-id=\"bb250c4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Clinical trials and medical research<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74e58a3 elementor-widget elementor-widget-text-editor\" data-id=\"74e58a3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Researchers use voice tools to transcribe patient interviews, capture adverse event reports, and speed up case report form completion during trials.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-21ab6b0 e-con-full e-flex e-con e-child\" data-id=\"21ab6b0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c664a8d elementor-widget elementor-widget-heading\" data-id=\"c664a8d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Accessibility and hands-free workflows<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-288ff59 elementor-widget elementor-widget-text-editor\" data-id=\"288ff59\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Voice interfaces give clinicians with mobility limitations, or anyone whose hands are full, a way to interact with clinical systems without a keyboard or mouse.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d186866 e-con-full e-flex e-con e-child\" data-id=\"d186866\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-67c292b elementor-widget elementor-widget-heading\" data-id=\"67c292b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Voice-based health analysis<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cee469b elementor-widget elementor-widget-text-editor\" data-id=\"cee469b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Beyond documentation, some systems analyze the voice itself as <\/span><a href=\"\/blog\/healthcare-data-types-examples\/\"><span style=\"font-weight: 400;\">clinical data<\/span><\/a><span style=\"font-weight: 400;\">, flagging respiratory issues, fatigue, or neurological symptoms from speech patterns.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5566011 e-con-full e-flex e-con e-child\" data-id=\"5566011\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-261a360 e-con-full e-flex e-con e-child\" data-id=\"261a360\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43f47c4 elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"43f47c4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Curious where voice tech fits your clinical workflow?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1b94422 e-con-full e-flex e-con e-child\" data-id=\"1b94422\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-faf56df elementor-absolute elementor-widget-mobile__width-inherit transform elementor-widget elementor-widget-html\" data-id=\"faf56df\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wave-container\"><\/div>\r\n\r\n<style>\r\n  .wave-container {\r\n    width: 400px;\r\n    height: 400px;\r\n  }\r\n\r\n  @media(max-width: 767px) {\r\n    .wave-container {\r\n      width: 100%;\r\n      height: 100%;\r\n    }\r\n  }\r\n\r\n\r\n  .wave {\r\n    position: absolute;\r\n    border: 1px solid rgba(210, 184, 214, 1);\r\n    border-radius: 50%;\r\n    animation: drop 16s infinite;\r\n    top: 50%;\r\n    left: 50%;\r\n    transform: translate(-50%, -50%);\r\n    box-sizing: border-box;\r\n  }\r\n\r\n  @keyframes drop {\r\n    0% {\r\n      width: 0px;\r\n      height: 0px;\r\n      border: 1px solid rgba(210, 184, 214, 1);\r\n    }\r\n\r\n    100% {\r\n      width: 400px;\r\n      height: 400px;\r\n      border: 1px solid rgba(210, 184, 214, 0);\r\n    }\r\n  }\r\n<\/style>\r\n\r\n<script>\r\n\r\n  document.addEventListener('DOMContentLoaded', () => {\r\n    function createWaves(numberOfWaves) {\r\n      const waveContainers = document.querySelectorAll('.wave-container');\r\n\r\n      waveContainers.forEach((waveContainer) => {\r\n        for (let i = 0; i < numberOfWaves; i++) {\r\n          const wave = document.createElement('div');\r\n          wave.classList.add('wave');\r\n\r\n          wave.style.animationDelay = `${i * 0.8}s`;\r\n\r\n          waveContainer.appendChild(wave);\r\n        }\r\n      });\r\n    }\r\n\r\n    createWaves(10)\r\n  });\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9b801d elementor-align-left elementor-widget__width-initial elementor-widget-mobile__width-inherit cta-btn elementor-widget elementor-widget-button\" data-id=\"b9b801d\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-form\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Schedule a consultation<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f0512ea e-con-full e-flex e-con e-child\" data-id=\"f0512ea\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b7fcc72 elementor-widget elementor-widget-heading\" data-id=\"b7fcc72\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Benefits of voice recognition in healthcare<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-159c13e elementor-widget elementor-widget-text-editor\" data-id=\"159c13e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Every piece of <\/span><a href=\"\/healthcare\/custom-software-development\/\"><span style=\"font-weight: 400;\">healthcare software<\/span><\/a><span style=\"font-weight: 400;\"> gets sold with the same three promises: it&#8217;ll save time, improve outcomes, and make everyone happier. Most of the time that&#8217;s wishful marketing wearing a lab coat. Voice recognition is one of the cases where the benefits of speech recognition technology in healthcare hold up once you look past the pitch, and they land differently depending on who you ask.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-77dd40c e-con-full e-flex e-con e-child\" data-id=\"77dd40c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c25162 elementor-widget elementor-widget-heading\" data-id=\"5c25162\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Benefits for clinicians<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-423759a elementor-widget elementor-widget-text-editor\" data-id=\"423759a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Less time spent on notes after a shift is the headline benefit. <\/span><a href=\"https:\/\/www.eurekalert.org\/news-releases\/1122192\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"font-weight: 400;\">A study by Mass General Brigham and the University of California<\/span><\/a><span style=\"font-weight: 400;\"> found that clinicians using AI scribes saw roughly a 10% drop in daily documentation time.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e363751 e-con-full e-flex e-con e-child\" data-id=\"e363751\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-286ef49 elementor-widget elementor-widget-heading\" data-id=\"286ef49\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Benefits for patients<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f53e42a elementor-widget elementor-widget-text-editor\" data-id=\"f53e42a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">When a clinician isn&#8217;t staring at a screen typing, they&#8217;re looking at the patient. That alone changes how a visit feels, and it tends to show up in patient satisfaction scores wherever ambient documentation gets adopted.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f2a6cea e-con-full e-flex e-con e-child\" data-id=\"f2a6cea\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85baafc elementor-widget elementor-widget-heading\" data-id=\"85baafc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Benefits for healthcare organizations<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d6fbb0 elementor-widget elementor-widget-text-editor\" data-id=\"6d6fbb0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Faster documentation means faster billing cycles, fewer after-hours charting sessions, and a real shot at reducing clinician turnover, which is a far bigger line item than most software budgets.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5fb802b e-con-full e-flex e-con e-child\" data-id=\"5fb802b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c0d6352 elementor-widget elementor-widget-heading\" data-id=\"c0d6352\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Voice recognition integration with EHR and clinical systems<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d84d339 e-con-full e-flex e-con e-child\" data-id=\"d84d339\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8322757 elementor-widget elementor-widget-text-editor\" data-id=\"8322757\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A voice tool that transcribes beautifully but then just sits there, disconnected from everything else, is basically an expensive notepad with better handwriting than most doctors. The real value only shows up once it&#8217;s wired into the systems clinicians already live in, which usually means:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59559d0 elementor-widget elementor-widget-text-editor\" data-id=\"59559d0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul class=\"blackUl\"><li style=\"font-weight: 400;\" aria-level=\"1\"><b>EHR and EMR platforms<\/b><span style=\"font-weight: 400;\">, where structured notes need to land in the right fields automatically, something we handle as part of our <\/span><a href=\"\/healthcare\/ehr-integration\/\"><span style=\"font-weight: 400;\">EHR and EMR integration<\/span><\/a><span style=\"font-weight: 400;\"> work.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Scheduling systems<\/b><span style=\"font-weight: 400;\">, so a voice intake call can book, reschedule, or cancel an appointment without a human touching it.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Telephony and contact center tools<\/b><span style=\"font-weight: 400;\">, for voice agents handling inbound patient calls at scale.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"\/healthcare\/patient-engagement-software-development\/\"><b>Patient portals<\/b><\/a><span style=\"font-weight: 400;\">, where transcribed visit summaries or after-visit instructions get delivered automatically.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Remote monitoring systems<\/b><span style=\"font-weight: 400;\">, correlating voice-based symptom checks with device data.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Clinical knowledge bases<\/b><span style=\"font-weight: 400;\"> that give voice assistants something authoritative to draw answers from instead of guessing.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d38383 elementor-widget elementor-widget-text-editor\" data-id=\"7d38383\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Under the hood, this runs on APIs and healthcare data standards like HL7 V2 and FHIR, plus careful data mapping, so a transcribed term lands in the correct structured field. Identity management controls who can trigger or approve a voice-generated entry, and nothing should reach the permanent record without clinician approval first.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3717c8 elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"c3717c8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"314\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/voice-recognition-integration.png\" class=\"attachment-large size-large wp-image-200317\" alt=\"Voice recognition platform integration\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/voice-recognition-integration.png 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/voice-recognition-integration-300x118.png 300w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/voice-recognition-integration-768x301.png 768w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/08\/voice-recognition-integration-18x7.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dc7f719 e-con-full e-flex e-con e-child\" data-id=\"dc7f719\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9d32ed7 e-con-full e-flex e-con e-child\" data-id=\"9d32ed7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7991318 elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"7991318\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Need voice data flowing cleanly into your EHR?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1e173b9 e-con-full e-flex e-con e-child\" data-id=\"1e173b9\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9c7b81 elementor-absolute elementor-widget-mobile__width-inherit transform elementor-widget elementor-widget-html\" data-id=\"c9c7b81\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wave-container\"><\/div>\r\n\r\n<style>\r\n  .wave-container {\r\n    width: 400px;\r\n    height: 400px;\r\n  }\r\n\r\n  @media(max-width: 767px) {\r\n    .wave-container {\r\n      width: 100%;\r\n      height: 100%;\r\n    }\r\n  }\r\n\r\n\r\n  .wave {\r\n    position: absolute;\r\n    border: 1px solid rgba(210, 184, 214, 1);\r\n    border-radius: 50%;\r\n    animation: drop 16s infinite;\r\n    top: 50%;\r\n    left: 50%;\r\n    transform: translate(-50%, -50%);\r\n    box-sizing: border-box;\r\n  }\r\n\r\n  @keyframes drop {\r\n    0% {\r\n      width: 0px;\r\n      height: 0px;\r\n      border: 1px solid rgba(210, 184, 214, 1);\r\n    }\r\n\r\n    100% {\r\n      width: 400px;\r\n      height: 400px;\r\n      border: 1px solid rgba(210, 184, 214, 0);\r\n    }\r\n  }\r\n<\/style>\r\n\r\n<script>\r\n\r\n  document.addEventListener('DOMContentLoaded', () => {\r\n    function createWaves(numberOfWaves) {\r\n      const waveContainers = document.querySelectorAll('.wave-container');\r\n\r\n      waveContainers.forEach((waveContainer) => {\r\n        for (let i = 0; i < numberOfWaves; i++) {\r\n          const wave = document.createElement('div');\r\n          wave.classList.add('wave');\r\n\r\n          wave.style.animationDelay = `${i * 0.8}s`;\r\n\r\n          waveContainer.appendChild(wave);\r\n        }\r\n      });\r\n    }\r\n\r\n    createWaves(10)\r\n  });\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d2863c elementor-align-left elementor-widget__width-initial elementor-widget-mobile__width-inherit cta-btn elementor-widget elementor-widget-button\" data-id=\"7d2863c\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-form\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Talk to experts<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9ac22f8 e-con-full e-flex e-con e-child\" data-id=\"9ac22f8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cae5551 elementor-widget elementor-widget-heading\" data-id=\"cae5551\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Challenges of voice recognition in healthcare and how to address them<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8917dd elementor-widget elementor-widget-text-editor\" data-id=\"f8917dd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Now for the part vendors tend to gloss over in a footnote. Pros and cons of speech recognition systems in healthcare don&#8217;t split evenly, because the cons are the kind that can end up in a patient&#8217;s chart if nobody&#8217;s paying attention. None of this makes the technology a bad bet. It just means the rollout deserves the same rigor as any other clinical tool, not the same enthusiasm as a new phone. Let\u2019s look at the typical challenges and how to mitigate them.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-56d9b54 e-con-full e-flex e-con e-child\" data-id=\"56d9b54\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6bb78e5 elementor-widget elementor-widget-heading\" data-id=\"6bb78e5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Medical terminology and specialty-specific language<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a03d68d elementor-widget elementor-widget-text-editor\" data-id=\"a03d68d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Challenge<\/b><span style=\"font-weight: 400;\">: General-purpose speech models stumble on drug names, abbreviations, and specialty jargon.<\/span><\/p><p><b>Impact:<\/b><span style=\"font-weight: 400;\"> Misheard terms can silently distort a clinical note, which is a much worse outcome than a typo in an email.<\/span><\/p><p><b>Mitigation:<\/b><span style=\"font-weight: 400;\"> Use ASR models fine-tuned on medical corpora and specialty-specific vocabularies, and route anything uncertain to human review.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e6be584 e-con-full e-flex e-con e-child\" data-id=\"e6be584\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8d2e612 elementor-widget elementor-widget-heading\" data-id=\"8d2e612\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Accents, dialects, and multilingual speech<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a75580 elementor-widget elementor-widget-text-editor\" data-id=\"8a75580\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Challenge:<\/b><span style=\"font-weight: 400;\"> Accuracy drops noticeably for non-native accents and regional dialects, a well-documented weak spot across the industry.<\/span><\/p><p><b>Impact:<\/b><span style=\"font-weight: 400;\"> This can lead to poorer documentation quality for both clinicians and patients from underrepresented language groups.<\/span><\/p><p><b>Mitigation:<\/b><span style=\"font-weight: 400;\"> Train or fine-tune models on diverse accent datasets and support multilingual models where the patient population calls for it.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fe8e03c e-con-full e-flex e-con e-child\" data-id=\"fe8e03c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a20de6d elementor-widget elementor-widget-heading\" data-id=\"a20de6d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Background noise and speaker separation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8497cc3 elementor-widget elementor-widget-text-editor\" data-id=\"8497cc3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Challenge:<\/b><span style=\"font-weight: 400;\"> Busy wards, overlapping conversations, and equipment noise all degrade transcription quality.<\/span><\/p><p><b>Impact: <\/b><span style=\"font-weight: 400;\">Garbled audio means more manual correction, which erodes the time savings the tool was supposed to deliver.<\/span><\/p><p><b>Mitigation<\/b><span style=\"font-weight: 400;\">: Combine directional microphones with noise suppression models and diarization tuned for clinical environments.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-df4c392 e-con-full e-flex e-con e-child\" data-id=\"df4c392\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f5e12f9 elementor-widget elementor-widget-heading\" data-id=\"f5e12f9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Transcription errors and LLM hallucinations<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-877d11e elementor-widget elementor-widget-text-editor\" data-id=\"877d11e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Challenge<\/b><span style=\"font-weight: 400;\">: LLM-based summarization can occasionally invent details that were never said, a risk specific to generative systems.<\/span><\/p><p><b>Impact<\/b><span style=\"font-weight: 400;\">: A hallucinated symptom or medication in a note is a patient safety issue, not just an inconvenience.<\/span><\/p><p><b>Mitigation<\/b><span style=\"font-weight: 400;\">: Keep a mandatory human-in-the-loop review step, log source audio alongside generated text, and evaluate models against clinical accuracy benchmarks before rollout.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1fff0ce e-con-full e-flex e-con e-child\" data-id=\"1fff0ce\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68c46f6 elementor-widget elementor-widget-heading\" data-id=\"68c46f6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Workflow and user adoption<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3d2023 elementor-widget elementor-widget-text-editor\" data-id=\"d3d2023\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Challenge<\/b><span style=\"font-weight: 400;\">: Clinicians already juggling a packed schedule are, understandably, wary of adding a new tool to learn.<\/span><\/p><p><b>Impact: <\/b><span style=\"font-weight: 400;\">Low adoption means the organization pays for a platform that mostly sits idle.<\/span><\/p><p><b>Mitigation: <\/b><span style=\"font-weight: 400;\">Start with a small pilot group of willing early adopters, gather feedback fast, and let peer results, not a mandate, drive wider rollout.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6eaa370 e-con-full e-flex e-con e-child\" data-id=\"6eaa370\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca1c582 elementor-widget elementor-widget-heading\" data-id=\"ca1c582\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Legacy system integration<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c19ec79 elementor-widget elementor-widget-text-editor\" data-id=\"c19ec79\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Challenge<\/b><span style=\"font-weight: 400;\">: Older EHRs and hospital systems weren&#8217;t built with modern APIs in mind.<\/span><\/p><p><b>Impact<\/b><span style=\"font-weight: 400;\">: Without integration, voice tools become a parallel workflow clinicians have to manually reconcile, which defeats the purpose.<\/span><\/p><p><b>Mitigation<\/b><span style=\"font-weight: 400;\">: Use HL7 V2 and FHIR interface engines, and where no clean API exists, build a middleware layer instead of forcing a rip-and-replace of core systems.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-19bb094 e-con-full e-flex e-con e-child\" data-id=\"19bb094\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f4fe89 elementor-widget elementor-widget-heading\" data-id=\"0f4fe89\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Privacy, security, and regulatory requirements for voice technology in healthcare<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e9f2db e-con-full e-flex e-con e-child\" data-id=\"9e9f2db\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6b9917b elementor-widget elementor-widget-text-editor\" data-id=\"6b9917b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The moment a microphone catches someone describing their symptoms, that recording stops being a harmless audio file and becomes protected health information (PHI) with legal teeth. It doesn&#8217;t care that it was just a routine check-in call. Treating it casually is how organizations end up on the wrong side of a headline. A serious deployment has to account for:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a774ed7 elementor-widget elementor-widget-text-editor\" data-id=\"a774ed7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul class=\"blackUl\"><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Patient consent, collected clearly before recording begins<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">PHI protection throughout the entire pipeline, not just at the storage stage<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">HIPAA and GDPR compliance, depending on where the organization and patients are located<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Encryption at rest and in transit for every recording and transcript<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Role-based access control limiting who can hear or read the data<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Audit logs tracking every access and edit<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data residency requirements, which vary a lot by country<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Audio retention policies defining how long raw recordings are kept versus deleted<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Third-party vendor agreements, including business associate agreements where required<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Private cloud or on-premises deployment options for organizations that can&#8217;t use public cloud for clinical audio<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Incident response plans specific to a breach involving voice data<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cdb550 elementor-widget elementor-widget-text-editor\" data-id=\"1cdb550\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Exactly which of these apply, and how strictly, depends on the country, the type of organization, and what the voice data is used for. A hospital recording full clinical encounters has a very different risk profile than a scheduling bot collecting a phone number. This is also where <\/span><a href=\"\/services\/cybersecurity\/\"><span style=\"font-weight: 400;\">healthcare-grade cybersecurity<\/span><\/a><span style=\"font-weight: 400;\"> work earns its cost, since a voice pipeline is only as trustworthy as its weakest data-handling link.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9baa889 e-con-full e-flex e-con e-child\" data-id=\"9baa889\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-b1789db e-con-full e-flex e-con e-child\" data-id=\"b1789db\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6076472 elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"6076472\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Does your voice pipeline meet healthcare security standards?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-10cd59f e-con-full e-flex e-con e-child\" data-id=\"10cd59f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fea3ba8 elementor-absolute elementor-widget-mobile__width-inherit transform elementor-widget elementor-widget-html\" data-id=\"fea3ba8\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wave-container\"><\/div>\r\n\r\n<style>\r\n  .wave-container {\r\n    width: 400px;\r\n    height: 400px;\r\n  }\r\n\r\n  @media(max-width: 767px) {\r\n    .wave-container {\r\n      width: 100%;\r\n      height: 100%;\r\n    }\r\n  }\r\n\r\n\r\n  .wave {\r\n    position: absolute;\r\n    border: 1px solid rgba(210, 184, 214, 1);\r\n    border-radius: 50%;\r\n    animation: drop 16s infinite;\r\n    top: 50%;\r\n    left: 50%;\r\n    transform: translate(-50%, -50%);\r\n    box-sizing: border-box;\r\n  }\r\n\r\n  @keyframes drop {\r\n    0% {\r\n      width: 0px;\r\n      height: 0px;\r\n      border: 1px solid rgba(210, 184, 214, 1);\r\n    }\r\n\r\n    100% {\r\n      width: 400px;\r\n      height: 400px;\r\n      border: 1px solid rgba(210, 184, 214, 0);\r\n    }\r\n  }\r\n<\/style>\r\n\r\n<script>\r\n\r\n  document.addEventListener('DOMContentLoaded', () => {\r\n    function createWaves(numberOfWaves) {\r\n      const waveContainers = document.querySelectorAll('.wave-container');\r\n\r\n      waveContainers.forEach((waveContainer) => {\r\n        for (let i = 0; i < numberOfWaves; i++) {\r\n          const wave = document.createElement('div');\r\n          wave.classList.add('wave');\r\n\r\n          wave.style.animationDelay = `${i * 0.8}s`;\r\n\r\n          waveContainer.appendChild(wave);\r\n        }\r\n      });\r\n    }\r\n\r\n    createWaves(10)\r\n  });\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed8d958 elementor-align-left elementor-widget__width-initial elementor-widget-mobile__width-inherit cta-btn elementor-widget elementor-widget-button\" data-id=\"ed8d958\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-form\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Talk to security experts<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-11319b8 e-con-full e-flex e-con e-child\" data-id=\"11319b8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62fb19a elementor-widget elementor-widget-heading\" data-id=\"62fb19a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Healthcare voice recognition technology stack<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cfae79f e-con-full e-flex e-con e-child\" data-id=\"cfae79f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-111765a elementor-widget elementor-widget-text-editor\" data-id=\"111765a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Nobody buys &#8220;healthcare voice recognition&#8221; off a shelf the way you&#8217;d buy a stapler. It&#8217;s assembled, piece by piece, from tools that were never really designed to sit next to each other. A typical stack looks less like a single product and more like a well-organized toolbox:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4012746 elementor-widget elementor-widget-text-editor\" data-id=\"4012746\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul class=\"blackUl\"><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Audio processing<\/b><span style=\"font-weight: 400;\">: WebRTC, LiveKit, SpeechBrain<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Speech recognition<\/b><span style=\"font-weight: 400;\">: OpenAI Whisper, Amazon Transcribe Medical, Azure Speech<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Speaker diarization:<\/b><span style=\"font-weight: 400;\"> pyannote.audio, NVIDIA NeMo<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Medical NLP and LLMs<\/b><span style=\"font-weight: 400;\">: OpenAI GPT, Google Gemini, Llama, MedGemma<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>RAG and knowledge retrieval:<\/b><span style=\"font-weight: 400;\"> LangChain, Qdrant, pgvector<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Voice generation:<\/b><span style=\"font-weight: 400;\"> Amazon Polly, OpenAI Realtime API, Amazon Nova Sonic<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Healthcare integrations:<\/b><span style=\"font-weight: 400;\"> HL7 V2, FHIR, SMART on FHIR, Epic APIs<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Telephony:<\/b><span style=\"font-weight: 400;\"> Twilio, Amazon Connect<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cloud platforms:<\/b> <a href=\"\/technologies\/aws\/\"><span style=\"font-weight: 400;\">AWS<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"\/technologies\/azure\/\"><span style=\"font-weight: 400;\">Microsoft Azure<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"\/technologies\/google-cloud-platform\/\"><span style=\"font-weight: 400;\">Google Cloud<\/span><\/a><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d945817 elementor-widget elementor-widget-text-editor\" data-id=\"d945817\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Picking from this list isn&#8217;t the hard part. The hard part is getting the pieces to talk to each other reliably inside a regulated environment, which is where most in-house attempts stall out. That&#8217;s the gap Innowise&#8217;s engineering teams are built to close.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8642da4 e-con-full e-flex e-con e-child\" data-id=\"8642da4\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-848847f elementor-widget elementor-widget-heading\" data-id=\"848847f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How much does healthcare voice recognition software cost?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eec42d9 elementor-widget elementor-widget-text-editor\" data-id=\"eec42d9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Costs vary enormously depending on scope. The biggest cost drivers are the depth of <\/span><a href=\"\/healthcare\/ehr-integration\/\"><span style=\"font-weight: 400;\">EHR integration<\/span><\/a><span style=\"font-weight: 400;\">, whether the solution needs custom model fine-tuning for a specialty or accent, the level of security and compliance work required, and how much ongoing human review and monitoring the workflow builds in. Final costs depend on your specific scope, existing infrastructure, and requirements, and the only reliable way to get a real number is a proper technical assessment from Innowise.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bc8f818 e-con-full e-flex e-con e-child\" data-id=\"bc8f818\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4764219 elementor-widget elementor-widget-heading\" data-id=\"4764219\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The future of voice recognition in healthcare<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d46adb7 e-con-full e-flex e-con e-child\" data-id=\"d46adb7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ba18482 elementor-widget elementor-widget-text-editor\" data-id=\"ba18482\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Predicting the future of any AI-adjacent technology is a bit of a fool&#8217;s errand these days, given how often this year&#8217;s breakthrough becomes next year&#8217;s footnote. Still, a few directions are showing up consistently enough across research and product roadmaps that they deserve to be taken seriously, not dismissed as hype:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2a30b8 elementor-widget elementor-widget-text-editor\" data-id=\"a2a30b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul class=\"blackUl\"><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ambient clinical intelligence that goes beyond note-taking into proactive clinical decision support<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Real-time speech-to-speech agents that can hold a live conversation instead of just transcribing one<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Multilingual medical assistants closing the accuracy gap for non-English speakers<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Specialty-specific small language models tuned for fields like oncology or cardiology instead of one generic medical model<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Voice biomarkers moving from research papers into approved diagnostic tools<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agentic clinical workflows where a voice assistant doesn&#8217;t just document a task but completes it<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Lower-latency edge processing, running models on local hardware for speed and privacy<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Deeper EHR automation, closing the loop between what&#8217;s said and what&#8217;s entered<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Stronger evaluation and governance controls as regulators catch up with how fast this space is moving<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81b28e2 elementor-widget elementor-widget-text-editor\" data-id=\"81b28e2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Innowise is already tracking these shifts across active healthcare projects, so the next section is less theory and more a look at how we help.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d09e3ae e-con-full e-flex e-con e-child\" data-id=\"d09e3ae\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68d2a0c elementor-widget elementor-widget-heading\" data-id=\"68d2a0c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How Innowise can help with healthcare voice solutions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-276e13e e-con-full e-flex e-con e-child\" data-id=\"276e13e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a6e322b elementor-widget elementor-widget-text-editor\" data-id=\"a6e322b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We&#8217;ve built <\/span><a href=\"\/healthcare\/\"><span style=\"font-weight: 400;\">healthcare software<\/span><\/a><span style=\"font-weight: 400;\"> for long enough to know that a voice recognition project rarely fails because of the speech model. It fails because of everything around it: the integration, the compliance work, the change management. That&#8217;s the part we focus on. Our team covers:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cabcb1f elementor-widget elementor-widget-text-editor\" data-id=\"cabcb1f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul class=\"blackUl\"><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Use case assessment, to figure out where voice saves time versus where it just adds a new interface to learn<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Architecture and technology selection, matching the stack to your compliance and latency requirements<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Custom speech and voice agent development, built around your specialty and patient population<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">EHR and telephony integrations, so the output lands where clinicians already work<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"\/ai\/adaptive-ai-development\/\"><span style=\"font-weight: 400;\">AI model adaptation<\/span><\/a><span style=\"font-weight: 400;\">, tuning for medical terminology, accents, or a specific language<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Healthcare data security, covering encryption, access control, and compliance documentation<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Testing and monitoring, catching accuracy drift before it becomes a clinical problem<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pilot delivery and scaling, starting small and expanding once clinicians trust the tool<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81c779c elementor-widget elementor-widget-text-editor\" data-id=\"81c779c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">If the voice recognition feature ends up qualifying as Software as a Medical Device (SaMD), that&#8217;s already covered too. Innowise is ISO 13485 certified, which is the quality management standard auditors look for on medical device software specifically.<\/span><\/p><p><span style=\"font-weight: 400;\">We&#8217;ve handled similarly sensitive integration work in regulated settings before, like our project for Telea Medical, an EU medical device manufacturer, where our team overhauled a data decoding module against strict medical device standards. You can read the <\/span><a href=\"\/case\/rfid-tag-for-telea-medical\/\"><span style=\"font-weight: 400;\">Telea Medical case study<\/span><\/a><span style=\"font-weight: 400;\"> for a sense of how we approach healthcare compliance in practice. It&#8217;s also part of why organizations keep recognizing the work, so it&#8217;s worth browsing our <\/span><a href=\"\/awards\/\"><span style=\"font-weight: 400;\">healthcare awards<\/span><\/a><span style=\"font-weight: 400;\"> for the fuller list.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c7a13a e-con-full e-flex e-con e-child\" data-id=\"6c7a13a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-294ef10 elementor-widget elementor-widget-heading\" data-id=\"294ef10\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Case studies<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f3865d elementor-widget__width-inherit elementor-widget elementor-widget-shortcode\" data-id=\"8f3865d\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n        <div class=\"slider-overflow view-2\">\n            <div class=\"swiper-related view-2\">\n                <div class=\"swiper-wrapper\">\n        <div class=\"swiper-slide\">\n            <div class=\"swiper-into-e1\">\n                <div class=\"swiper-slide__inner-container\">\n                    <div class=\"block-div-img-rel\">\n                        <a href=\"https:\/\/innowise.com\/pl\/case\/breast-cancer-detection-with-federated-learning\/\" aria-label=\"block_198695\">\n                            <img decoding=\"async\" class=\"slide__img-rel\" \n                             src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/07\/collaborative-mammography-segmentation.png\" alt=\"Privacy-preserving breast cancer detection with federated learning\">\n                    <div class=\"cases-post__thumbnail_opencase_img\">\n                        <div>\n                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/07\/Log\u043es-desktop-2.svg\" alt=\"Privacy-preserving breast cancer detection with federated learning.\">\n                        <\/div>\n                    <\/div>\n                \n                        <\/a>\n                    <\/div>\n                    <div class=\"border-slide-rel\">\n                        <div class=\"swip-title-rel-qe mb-10\" style=\"\">\n                            <a href=\"https:\/\/innowise.com\/pl\/case\/breast-cancer-detection-with-federated-learning\/\" aria-label=\"Privacy-preserving breast cancer detection with federated learning\" >Privacy-preserving breast cancer detection with federated learning<\/a>\n                        <\/div>\n                        <div class=\"swip-array-rel\">\n                            <a href=\"\/pl\/cases\/opieka-zdrowotna\/\">Healthcare<\/a><a href=\"\/pl\/cases\/computer-vision\/\">Computer vision<\/a><a href=\"\/pl\/cases\/ai\/\">AI<\/a>\n                        <\/div>\n                        <div class=\"slide__button-wrapper_mob\">\n                            <span class=\"slide__button-text_mob\">Read more<\/span>\n                            <img decoding=\"async\" class=\"slide__button-img_mob\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2021\/12\/arrow-more.svg\" alt=\"\">\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n            <div class=\"slide__button-wrapper\">\n                <a href=\"https:\/\/innowise.com\/pl\/case\/breast-cancer-detection-with-federated-learning\/\" aria-label=\"Read more about Privacy-preserving breast cancer detection with federated learning\">\n                    <div class=\"arrow-btn3-rel\">\n                        <svg class=\"arrow-btn__svg\"\n   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     <\/div>\n                <\/a>\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div class=\"swiper-into-e1\">\n                <div class=\"swiper-slide__inner-container\">\n                    <div class=\"block-div-img-rel\">\n                        <a href=\"https:\/\/innowise.com\/pl\/case\/ios-and-vr-meditation-app-development\/\" aria-label=\"block_194217\">\n                            <img decoding=\"async\" class=\"slide__img-rel\" \n                             src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/03\/iOS-and-VR-meditation-app-suite-for-Grozio-Planeta-UAB-2.png\" alt=\"iOS and VR meditation app suite for Gro\u017eio Planeta UAB\">\n                        <\/a>\n                    <\/div>\n                    <div class=\"border-slide-rel\">\n                        <div class=\"swip-title-rel-qe mb-10\" style=\"\">\n                            <a href=\"https:\/\/innowise.com\/pl\/case\/ios-and-vr-meditation-app-development\/\" aria-label=\"iOS and VR meditation app suite for Gro\u017eio Planeta UAB\" >iOS and VR meditation app suite for Gro\u017eio Planeta UAB<\/a>\n                        <\/div>\n                        <div class=\"swip-array-rel\">\n                            <a href=\"\/pl\/cases\/opieka-zdrowotna\/\">Healthcare<\/a><a href=\"\/pl\/cases\/django\/\">Django<\/a><a href=\"\/pl\/cases\/aws\/\">AWS<\/a><a href=\"\/pl\/cases\/mobile-development\/\">Mobile development<\/a><a href=\"\/pl\/cases\/php\/\">PHP<\/a><a href=\"\/pl\/cases\/python\/\">Python<\/a>\n                        <\/div>\n                        <div class=\"slide__button-wrapper_mob\">\n                            <span class=\"slide__button-text_mob\">Read more<\/span>\n                            <img decoding=\"async\" class=\"slide__button-img_mob\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2021\/12\/arrow-more.svg\" alt=\"\">\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n            <div class=\"slide__button-wrapper\">\n                <a href=\"https:\/\/innowise.com\/pl\/case\/ios-and-vr-meditation-app-development\/\" aria-label=\"Read more about iOS and VR meditation app suite for Gro\u017eio Planeta UAB\">\n                    <div class=\"arrow-btn3-rel\">\n                        <svg class=\"arrow-btn__svg\"\n                             width=\"110\"\n                             height=\"18\"\n                             viewBox=\"0 0 110 18\"\n                             fill=\"none\"\n                             xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                            <path d=\"M9 1L17 8.99999L9 17\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                            <path d=\"M0 9.00018L17 9.00018\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                            <path d=\"M99 1L107 8.99999L99 17\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                            <path d=\"M90 9.00018L107 9.00018\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                        <\/svg>\n                    <\/div>\n                <\/a>\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div class=\"swiper-into-e1\">\n                <div class=\"swiper-slide__inner-container\">\n                    <div class=\"block-div-img-rel\">\n                        <a href=\"https:\/\/innowise.com\/pl\/case\/custom-fhir-integration-gateway\/\" aria-label=\"block_193309\">\n                            <img decoding=\"async\" class=\"slide__img-rel\" \n                             src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/03\/image-teaser-fim.jpg\" alt=\"Designing a data integration gateway for FIM Medical\">\n                    <div class=\"cases-post__thumbnail_opencase_img\">\n                        <div>\n                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/03\/Log\u043es-desktop-1.svg\" alt=\"Designing a data integration gateway for FIM Medical.\">\n                        <\/div>\n                    <\/div>\n                \n                        <\/a>\n                    <\/div>\n                    <div class=\"border-slide-rel\">\n                        <div class=\"swip-title-rel-qe mb-10\" style=\"\">\n                            <a href=\"https:\/\/innowise.com\/pl\/case\/custom-fhir-integration-gateway\/\" aria-label=\"Designing a data integration gateway for FIM Medical\" >Designing a data integration gateway for FIM Medical<\/a>\n                        <\/div>\n                        <div class=\"swip-array-rel\">\n                            <a href=\"\/pl\/cases\/opieka-zdrowotna\/\">Healthcare<\/a><a href=\"\/pl\/cases\/c\/\">C#<\/a><a href=\"\/pl\/cases\/net\/\">.NET<\/a><a href=\"\/pl\/cases\/integracja\/\">Integration<\/a><a href=\"\/pl\/cases\/staff-augmentation\/\">Staff augmentation<\/a>\n                        <\/div>\n                        <div class=\"slide__button-wrapper_mob\">\n                            <span class=\"slide__button-text_mob\">Read more<\/span>\n                            <img decoding=\"async\" class=\"slide__button-img_mob\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2021\/12\/arrow-more.svg\" alt=\"\">\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n            <div class=\"slide__button-wrapper\">\n                <a href=\"https:\/\/innowise.com\/pl\/case\/custom-fhir-integration-gateway\/\" aria-label=\"Read more about Designing a data integration gateway for FIM Medical\">\n                    <div class=\"arrow-btn3-rel\">\n                        <svg class=\"arrow-btn__svg\"\n                             width=\"110\"\n                             height=\"18\"\n                             viewBox=\"0 0 110 18\"\n                             fill=\"none\"\n                             xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                            <path d=\"M9 1L17 8.99999L9 17\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                            <path d=\"M0 9.00018L17 9.00018\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                            <path d=\"M99 1L107 8.99999L99 17\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                            <path d=\"M90 9.00018L107 9.00018\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                        <\/svg>\n                    <\/div>\n                <\/a>\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div class=\"swiper-into-e1\">\n                <div class=\"swiper-slide__inner-container\">\n                    <div class=\"block-div-img-rel\">\n                        <a href=\"https:\/\/innowise.com\/pl\/case\/rfid-tag-for-telea-medical\/\" aria-label=\"block_188568\">\n                            <img decoding=\"async\" class=\"slide__img-rel\" \n                             src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/10\/Hero-image-1.jpg\" alt=\"RFID tag data decoding module for Telea Medical\">\n                    <div class=\"cases-post__thumbnail_opencase_img\">\n                        <div>\n                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/10\/proptelea.svg\" alt=\"RFID tag data decoding module for Telea Medical.\">\n                        <\/div>\n                    <\/div>\n                \n                        <\/a>\n                    <\/div>\n                    <div class=\"border-slide-rel\">\n                        <div class=\"swip-title-rel-qe mb-10\" style=\"\">\n                            <a href=\"https:\/\/innowise.com\/pl\/case\/rfid-tag-for-telea-medical\/\" aria-label=\"RFID tag data decoding module for Telea Medical\" >RFID tag data decoding module for Telea Medical<\/a>\n                        <\/div>\n                        <div class=\"swip-array-rel\">\n                            <a href=\"\/pl\/cases\/opieka-zdrowotna\/\">Healthcare<\/a><a href=\"\/pl\/cases\/integracja\/\">Integration<\/a><a href=\"\/pl\/cases\/iot\/\">IoT<\/a><a href=\"\/pl\/cases\/staff-augmentation\/\">Staff augmentation<\/a>\n                        <\/div>\n                        <div class=\"slide__button-wrapper_mob\">\n                            <span class=\"slide__button-text_mob\">Read more<\/span>\n                            <img decoding=\"async\" class=\"slide__button-img_mob\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2021\/12\/arrow-more.svg\" alt=\"\">\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n            <div class=\"slide__button-wrapper\">\n                <a href=\"https:\/\/innowise.com\/pl\/case\/rfid-tag-for-telea-medical\/\" aria-label=\"Read more about RFID tag data decoding module for Telea Medical\">\n                    <div class=\"arrow-btn3-rel\">\n                        <svg class=\"arrow-btn__svg\"\n                             width=\"110\"\n                             height=\"18\"\n                             viewBox=\"0 0 110 18\"\n                             fill=\"none\"\n                             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1L17 8.99999L9 17\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                            <path d=\"M0 9.00018L17 9.00018\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                            <path d=\"M99 1L107 8.99999L99 17\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                            <path d=\"M90 9.00018L107 9.00018\"\n                                  stroke=\"#C63031\"\n                                  stroke-width=\"2\"\/>\n                        <\/svg>\n                    <\/div>\n                <\/a>\n            <\/div>\n        <\/div>\n        <div class=\"swiper-slide\">\n            <div class=\"swiper-into-e1\">\n                <div class=\"swiper-slide__inner-container\">\n                    <div class=\"block-div-img-rel\">\n                    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href=\"\/pl\/cases\/angular\/\">Angular<\/a><a href=\"\/pl\/cases\/java\/\">Java<\/a><a href=\"\/pl\/cases\/microservices\/\">Microservices<\/a><a href=\"\/pl\/cases\/typescript\/\">TypeScript<\/a>\n                        <\/div>\n                        <div class=\"slide__button-wrapper_mob\">\n                            <span class=\"slide__button-text_mob\">Read more<\/span>\n                            <img decoding=\"async\" class=\"slide__button-img_mob\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2021\/12\/arrow-more.svg\" alt=\"\">\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n            <div class=\"slide__button-wrapper\">\n                <a href=\"https:\/\/innowise.com\/pl\/case\/monolithic-to-microservices-migration\/\" aria-label=\"Read more about Monolithic to microservices migration\">\n                    <div class=\"arrow-btn3-rel\">\n                        <svg class=\"arrow-btn__svg\"\n    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app<\/a>\n                        <\/div>\n                        <div class=\"swip-array-rel\">\n                            <a href=\"\/pl\/cases\/opieka-zdrowotna\/\">Healthcare<\/a><a href=\"\/pl\/cases\/android\/\">Android<\/a><a href=\"\/pl\/cases\/angular\/\">Angular<\/a><a href=\"\/pl\/cases\/aws\/\">AWS<\/a><a href=\"\/pl\/cases\/flutter\/\">Flutter<\/a><a href=\"\/pl\/cases\/ai\/\">AI<\/a><a href=\"\/pl\/cases\/ios\/\">iOS<\/a>\n                        <\/div>\n                        <div class=\"slide__button-wrapper_mob\">\n                            <span class=\"slide__button-text_mob\">Read more<\/span>\n                            <img decoding=\"async\" class=\"slide__button-img_mob\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2021\/12\/arrow-more.svg\" alt=\"\">\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n            <div class=\"slide__button-wrapper\">\n                <a 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e-child\" data-id=\"7745742\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a53559 elementor-widget elementor-widget-heading\" data-id=\"6a53559\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FAQ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0be39d6 e-con-full e-flex e-con e-child\" data-id=\"0be39d6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e4bf461 faq elementor-widget elementor-widget-n-accordion\" data-id=\"e4bf461\" data-element_type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2390\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2390\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is medical voice recognition software? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2390\" class=\"elementor-element elementor-element-940483b e-con-full e-flex e-con e-child\" data-id=\"940483b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e14ff51 elementor-widget elementor-widget-html\" data-id=\"e14ff51\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class='content content-with-list'>\n<p>\n    It's software that converts spoken clinical language, from a clinician's dictation or a full patient conversation, into structured text that can be reviewed and entered into a medical record.\n<\/p>\n\n<\/div> \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2391\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2391\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How is voice recognition different from medical transcription? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2391\" class=\"elementor-element elementor-element-34a047b e-con-full e-flex e-con e-child\" data-id=\"34a047b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e008181 elementor-widget elementor-widget-html\" data-id=\"e008181\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<div class='content'>\n <p>Traditional medical transcription usually involves a human transcriptionist listening to a recording and typing it up. Voice recognition automates that conversion, though a human still reviews the output before it's finalized.\n <\/p>\n<\/div> \n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2392\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2392\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How accurate is healthcare speech recognition? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2392\" class=\"elementor-element elementor-element-9161412 e-flex e-con-boxed e-con e-child\" data-id=\"9161412\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bff55df elementor-widget elementor-widget-html\" data-id=\"bff55df\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class='content'>\n <p>\n It varies widely by setting. Controlled dictation can be highly accurate, while noisy, multi-speaker conversations are much harder, which is exactly why human review stays part of every serious workflow.\n <\/p>   \n<\/div> \n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2393\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2393\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Can voice recognition integrate with EHR systems? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2393\" class=\"elementor-element elementor-element-9971a1c e-flex e-con-boxed e-con e-child\" data-id=\"9971a1c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a7794a8 elementor-widget elementor-widget-html\" data-id=\"a7794a8\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n    .content a{\n        color: inherit;\n    }\n    \n    .content a:hover{\n        color: #C63031;\n    }\n<\/style>\n<div class='content'>\n <p>\n     \n     Yes, through standard <a href=\"\/blog\/importance-of-interoperability-in-healthcare\/\">healthcare data interoperability<\/a> protocols like HL7 V2 and FHIR, or through vendor-specific APIs for major EHR platforms. The depth of that integration is usually what separates a good deployment from a frustrating one.\n <\/p>   \n<\/div> \n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2394\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2394\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Is voice recognition HIPAA-compliant? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2394\" class=\"elementor-element elementor-element-a9dbc23 e-flex e-con-boxed e-con e-child\" data-id=\"a9dbc23\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f4eb4d elementor-widget elementor-widget-html\" data-id=\"3f4eb4d\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class='content'>\n <p>\n     The technology can be built to be HIPAA-compliant, but compliance depends on how it's implemented: encryption, access controls, vendor agreements, and audit logging all have to be in place. It's not a feature you get by default.\n <\/p>   \n<\/div> \n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2395\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2395\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How long does implementation take? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" fill=\"none\"><path fill=\"#C63031\" d=\"M19 8h2v24h-2z\"><\/path><path fill=\"#C63031\" d=\"M8 21v-2h24v2z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2395\" class=\"elementor-element elementor-element-829c32f e-flex e-con-boxed e-con e-child\" data-id=\"829c32f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc76206 elementor-widget elementor-widget-html\" data-id=\"dc76206\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class='content'>\n <p>\n A basic dictation tool can be live in weeks. A production-grade ambient documentation platform with full EHR integration typically takes several months, mostly because of the compliance and integration work and not the AI itself.\n <\/p>   \n<\/div> \n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What is medical voice recognition software?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"It's software that converts spoken clinical language, from a clinician's dictation or a full patient conversation, into structured text that can be reviewed and entered into a medical record.\"}},{\"@type\":\"Question\",\"name\":\"How is voice recognition different from medical transcription?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Traditional medical transcription usually involves a human transcriptionist listening to a recording and typing it up. 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A production-grade ambient documentation platform with full EHR integration typically takes several months, mostly because of the compliance and integration work and not the AI itself.\"}}]}<\/script>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40cf4e8 elementor-widget elementor-widget-html\" data-id=\"40cf4e8\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"faq-controls\">\r\n    <span class=\"toggle-btn show-all\">Show all<\/span>\r\n    <span class=\"toggle-btn show-less\" style=\"display: none;\">Show less<\/span>\r\n<\/div>\r\n\r\n<!--faq list example-->\r\n<!--<div class='content content-with-list'>-->\r\n<!--<p>-->\r\n<!--    As a rough benchmark, banks and fintechs can expect:-->\r\n\r\n<!--<\/p>-->\r\n<!--<ul class=\"faq-list\">-->\r\n<!--    <li>Cloud-based platforms: from tens of thousands to several hundred thousand dollars per year.<\/li>-->\r\n<!--    <li>Enterprise core banking systems: from several hundred thousand dollars to several million dollars for implementation and licensing.<\/li>-->\r\n<!--    <li>Large-scale modernization projects: often exceed several million dollars once migration, integrations, customization, testing, and training are included.<\/li>-->\r\n<!--<\/ul>-->\r\n<!--<p>-->\r\n<!--It's also important to look beyond licensing costs. 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toggleFAQ(false));\r\n});\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fdb88ce elementor-widget elementor-widget-shortcode\" data-id=\"fdb88ce\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">[post_share]<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-79210bd e-con-full tablePadding40 author-container e-flex e-con e-child\" data-id=\"79210bd\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-28943d3 e-grid e-con-full e-con e-child\" data-id=\"28943d3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7edd201 elementor-widget elementor-widget-image\" data-id=\"7edd201\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"180\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/03\/Aleh-Yafimau-2.png\" class=\"attachment-full size-full wp-image-194953\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2026\/03\/Aleh-Yafimau-2.png 180w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/03\/Aleh-Yafimau-2-150x150.png 150w, https:\/\/innowise.com\/wp-content\/uploads\/2026\/03\/Aleh-Yafimau-2-12x12.png 12w\" sizes=\"(max-width: 180px) 100vw, 180px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-be035e8 e-con-full e-flex e-con e-child\" data-id=\"be035e8\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-390ca3c e-con-full e-flex e-con e-child\" data-id=\"390ca3c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c19922d no-text-decoration elementor-widget elementor-widget-heading\" data-id=\"c19922d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/innowise.com\/authors\/aleh-yafimau\/\">Aleh Yafimau<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77fb067 elementor-widget elementor-widget-text-editor\" data-id=\"77fb067\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Senior Technical Delivery Manager in Healthcare &amp; MedTech<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7794b4c e-con-full e-flex e-con e-child\" data-id=\"7794b4c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42c8835 text4String elementor-widget elementor-widget-text-editor\" data-id=\"42c8835\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Aleh bridges the gap between clinical needs and engineering execution. He applies deep domain knowledge to ensure MedTech systems are not just compliant, but reliable enough to make a measurable impact in real-world healthcare.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64b2420 readMore elementor-widget elementor-widget-heading\" data-id=\"64b2420\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/innowise.com\/authors\/aleh-yafimau\/\">Read more<\/a><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9de5a5e table-content-container e-con-full e-flex e-con e-child\" data-id=\"9de5a5e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-05c2ddb e-con-full stickyTable e-flex e-con e-child\" data-id=\"05c2ddb\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1bcc3b7 author-block e-con-full e-flex e-con e-child\" data-id=\"1bcc3b7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-79476dc ddcv elementor-widget elementor-widget-html\" data-id=\"79476dc\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\r\n  .article-description > .e-con-inner {\r\n    align-items: baseline !important;\r\n    \/* align-items: flex-start !important; *\/\r\n  }\r\n\r\n  .stickyTable {\r\n    position: sticky;\r\n    top: 72px;\r\n    bottom: auto;\r\n  }\r\n<\/style>\r\n\r\n<!--NOTE Change data-id in wrapper styles for hide this block on the mobile device screen-->\r\n<div class=\"toc-wrapper\">\r\n  <h4 class=\"toc-title\">Table of contents<\/h4>\r\n  <div class=\"toc toc-2\"><\/div>\r\n<\/div>\r\n\r\n<script>\r\n  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   };\r\n\r\n    \/*-------------------------------\r\n    CREATE TOC LIST\r\n  --------------------------------*\/\r\n    function createToc() {\r\n      const tocContainer = document.querySelector(\".toc.toc-2\");\r\n      const list = document.createElement(\"ul\");\r\n\r\n      \/\/ \u043d\u0430\u0445\u043e\u0434\u0438\u043c \u0432\u0441\u0435 h2 \u0432\u043d\u0443\u0442\u0440\u0438 .article-description\r\n      headerElements = [\r\n        ...document.querySelectorAll(\".article-description h2\"),\r\n      ];\r\n\r\n      \/\/ \u0438\u0441\u043a\u043b\u044e\u0447\u0430\u0435\u043c \u043b\u0438\u0448\u043d\u0438\u0435 h2 \u2014 \u043a\u0430\u043a \u0432 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b\u0435\r\n      const excluded = [\r\n        document.querySelector(\".related_content_blog_container h2\"),\r\n      ];\r\n      \/\/   headerElements = headerElements.filter((h) => !excluded.includes(h));\r\n\r\n      headerElements.forEach((header) => {\r\n        const textOriginal =\r\n          header.dataset.title?.trim() || header.textContent.trim();\r\n        const id =\r\n          header.id ||\r\n          textOriginal\r\n            .toLowerCase()\r\n            .replace(\/[^\\w ]+\/g, \"\")\r\n            .replace(\/ +\/g, \"-\");\r\n        header.id = id;\r\n\r\n        const li = document.createElement(\"li\");\r\n        const a = document.createElement(\"a\");\r\n\r\n        a.href = \"#\" + id;\r\n        a.textContent = LINKS[textOriginal] || textOriginal;\r\n\r\n        a.addEventListener(\"click\", (e) => {\r\n          e.preventDefault();\r\n          const y =\r\n            header.getBoundingClientRect().top + window.scrollY - OFFSET;\r\n          window.scrollTo({ top: y, behavior: \"smooth\" });\r\n        });\r\n\r\n        li.appendChild(a);\r\n        list.appendChild(li);\r\n      });\r\n\r\n      tocContainer.appendChild(list);\r\n      tocLinks = Array.from(list.querySelectorAll(\"li\"));\r\n    }\r\n\r\n    \/*-------------------------------\r\n    INTERSECTION OBSERVER\r\n    \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442 \u0442\u0435\u043a\u0443\u0449\u0438\u0439 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043e\u043a\r\n  --------------------------------*\/\r\n    function createObserver() {\r\n      const observerOptions = {\r\n        root: null,\r\n        rootMargin: \"0px 0px -60% 0px\",\r\n        threshold: 0, \/\/ \u0441\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u043f\u0440\u0438 \u043f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u0438 \u0432 \u0437\u043e\u043d\u0435 \u0432\u0438\u0434\u0438\u043c\u043e\u0441\u0442\u0438\r\n      };\r\n\r\n      const callback = (entries) => {\r\n        entries.forEach((entry) => {\r\n          if (entry.isIntersecting) {\r\n            const id = entry.target.id;\r\n\r\n            tocLinks.forEach((li) =>\r\n              li.classList.remove(\"active\", \"pre-active\"),\r\n            );\r\n\r\n            const index = headerElements.findIndex((h) => h.id === id);\r\n\r\n            tocLinks.forEach((li, i) => {\r\n              if (i === index) li.classList.add(\"active\");\r\n              if (i < index) li.classList.add(\"pre-active\");\r\n            });\r\n          }\r\n        });\r\n      };\r\n\r\n      const observer = new IntersectionObserver(callback, observerOptions);\r\n      headerElements.forEach((h) => observer.observe(h));\r\n    }\r\n\r\n    \/*-------------------------------\r\n    LOAD IMAGES (\u0442\u0438\u043f\u043e lazy load fix)\r\n  --------------------------------*\/\r\n    function loadAllImages() {\r\n      document.querySelectorAll(\"img\").forEach((img) => {\r\n        const src = img.dataset.src || img.src;\r\n        img.src = src;\r\n      });\r\n    }\r\n\r\n    \/*-------------------------------\r\n    INIT\r\n  --------------------------------*\/\r\n    setTimeout(() => {\r\n      loadAllImages();\r\n      createToc();\r\n      setContainerHeight();\r\n      createObserver();\r\n    }, 300);\r\n  });\r\n<\/script>\r\n\r\n<style>\r\n  .table-content-container {\r\n    max-width: 300px;\r\n    width: 100%;\r\n    flex-shrink: 0;\r\n  }\r\n\r\n  .table-content-container .elementor-widget-wrap {\r\n    margin: 0 !important;\r\n    padding: 0 !important;\r\n  }\r\n\r\n  @media (max-width: 1279px) {\r\n    .table-content-container {\r\n      display: none !important;\r\n    }\r\n  }\r\n\r\n  .toc-wrapper {\r\n    display: flex;\r\n    flex-direction: column;\r\n    row-gap: 30px;\r\n    font-family: \"Karla\";\r\n    box-sizing: border-box;\r\n    \/* height: 100%; *\/\r\n\r\n    flex: 1;\r\n  }\r\n  .ddcv {\r\n    flex-basis: 100%;\r\n    flex-grow: 1;\r\n    flex-shrink: 1;\r\n    overflow-y: auto;\r\n  }\r\n\r\n  .toc-wrapper {\r\n    overflow-y: auto;\r\n    flex-shrink: 1;\r\n    flex-basis: 100%;\r\n    flex-grow: 1;\r\n  }\r\n\r\n  .toc-wrapper::-webkit-scrollbar,\r\n  .ddcv::-webkit-scrollbar {\r\n    position: absolute !important;\r\n    width: 4px !important;\r\n    background-color: #f5f5f7 !important;\r\n  }\r\n\r\n  .toc-wrapper::-webkit-scrollbar-thumb,\r\n  .ddcv::-webkit-scrollbar-thumb {\r\n    position: absolute !important;\r\n    background-color: #999999 !important;\r\n    border-radius: 4px !important;\r\n  }\r\n\r\n  .toc-wrapper .toc {\r\n    scrollbar-width: 4px !important;\r\n    scrollbar-color: auto !important;\r\n  }\r\n\r\n  h4.toc-title {\r\n    margin: 0;\r\n    font-family: Karla;\r\n    font-size: 22px;\r\n    line-height: 28px;\r\n    font-weight: 700;\r\n  }\r\n\r\n  @media screen and (max-width: 1279px) {\r\n    .ddcv {\r\n      margin-top: 0px;\r\n      position: absolute;\r\n      top: 0px;\r\n      left: 50%;\r\n      transform: translate(50%, 0);\r\n    }\r\n  }\r\n\r\n  @media screen and (max-width: 767px) {\r\n    .ddcv {\r\n      display: none;\r\n    }\r\n  }\r\n\r\n  .toc ul {\r\n    list-style: none;\r\n    font-family: \"Karla\";\r\n    font-size: 16px;\r\n    line-height: 22px;\r\n    padding: 0px;\r\n    border-left: 1px solid #717171;\r\n  }\r\n\r\n  .toc li {\r\n    margin-left: -1px;\r\n    margin-top: 0;\r\n    padding: 16px 16px 16px 20px;\r\n    font-size: 18px;\r\n    line-height: 22px;\r\n    color: #717171;\r\n    border-left: 2px solid transparent;\r\n  }\r\n\r\n  .toc ul li a {\r\n    display: block;\r\n    width: 100%;\r\n    color: inherit;\r\n    text-decoration: none !important;\r\n  }\r\n\r\n  .toc ul .active {\r\n    color: #2e2e2e;\r\n    border-left: 2px solid #c63031;\r\n  }\r\n\r\n  .toc ul .pre-active {\r\n    border-left: 2px solid #c63031;\r\n  }\r\n<\/style>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eab1d6c e-flex e-con-boxed e-con e-parent\" data-id=\"eab1d6c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87ab0d5 elementor-widget elementor-widget-shortcode\" data-id=\"87ab0d5\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f100240-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"100240\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/pl\/wp-json\/wp\/v2\/posts\/200313#wpcf7-f100240-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" enctype=\"multipart\/form-data\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"100240\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f100240-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<style>\n.mailToContact br:nth-child(2){\ndisplay:none;\n}\n#form-templates .contact__info {\n  background-color: #f4f4f4;\n  padding: 70px 44px 70px 50px;\n  position: relative;\n  max-width: 540px;\n  width: 100%;\nborder: 1px solid #AEB1B7;\n}\n\n#form-templates .contact__info-background {\n  z-index: -1;\n  position: absolute;\n  top: 20px;\n  left: 20px;\n  width: 100%;\n  height: 100%;\n  border: 1px dashed #ef4557;\n}\n\n\n#form-templates .new-container{\ndisplay: flex;\njustify-content: space-between;\nflex-wrap: wrap;\n}\n\n\n#form-templates{\npadding: 100px 15px 100px 15px;        \n}\n\n#form-templates .contact__info-heading {\n  font-family: 'Sora' !important;\n  font-style: normal !important;\n  font-weight: 400 !important;\n  font-size: 36px !important;\n  line-height: 46px !important;\n  color: #2E2E2E !important;\n   margin-bottom: 60px !important;\n\n}\n\n\n#form-templates .message label{\ncolor: #585858 !important;   \n}\n\n.elementor-widget-container.form-template h2,.elementor-widget-container.form-template h1{\n font-size: 60px !important;\n  line-height: 70px !important;\n  font-family: \"Sora\", Sans-serif;\n  font-weight: 400;\n  margin: 0;  \n  margin-bottom: 20px;\n}\n\n\n\n\n.elementor-widget-container.form-template p{\n  font-family: \"Karla\", Sans-serif;\n  font-size: 22px;\n  font-weight: 400;\n  line-height: 28px;\n  color: var( --e-global-color-primary );\n  max-width: 700px;\n  margin: 0; \n  margin-bottom: 40px;\n} \n  \n\n\n.new-container #spinner{\nwidth: 50%;\nmax-width: 700px;\n}\n\n\n#form-templates .new-container #spinner div.contact-us__wrapper:nth-child(6){\ngap:30px; \n    \n}\n\n\n#form-templates .contact__info-heading {\n  margin-bottom: 67px;\n  font-size: 36px;\n  font-family: karla;\n  color:  #2E2E2E;\n\n  line-height: 49px;\n}\n\n#form-templates .contact__info-steps {\n  display: flex;\n  flex-direction: column;\n  max-width: 425x;\n  row-gap: 20px;\n  border-left: 1px solid #2e2e2e;\n}\n\n#form-templates .contact__info-block {\n  position: relative;\n  padding-left: 45px;\n}\n\n#form-templates .contact__info-block:last-child {\n  box-shadow: -1px 0 0 1px #f4f4f4;\n}\n\n#form-templates .contact__info-step {\n  position: absolute;\n  border: 1px solid #2e2e2e;\n  width: 40px;\n  height: 40px;\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  border-radius: 20px;\n  left: -20px;\n  top: -8px;\n  background-color: #F4F4F4;\n  color:  #2E2E2E;\n\nfont-family: Karla;\nfont-weight: 700;\nfont-size: 18px;\nline-height: 28px;\n\n}\n\n.elementor-widget-global .contact__info-step {\n        color:  #2E2E2E;\n}\n\n#form-templates .contact__info-text {\n  margin: 0;\n  font-size: 16px;\n  line-height: 26px;\n  color: #2E2E2E;\n  font-family: karla;\n\n  width: 100%;\n}\n\n\n#form-templates .contact-us__send{\nflex-shrink: 0;\nmargin-top:0;\n}\n\n\n\n@media screen and (max-width: 1279px) {\n    .new-container #spinner{\n        width: 100%;\n        max-width:100%;\n        margin-bottom:40px;\n    }\n    \n\n    .new-container .contact__info {\n        max-width: 700px !important;\n    }\n    \n}\n\n\n@media screen and (max-width: 1279px) {\n#form-templates{\npadding: 60px 15px 70px 15px;     \n}\n}\n\n\n\n@media screen and (max-width: 767px) {\n\n#form-templates .new-container #spinner div.contact-us__wrapper:nth-child(6){\ngap:20px; \n \n}\n\n\n  #form-templates .contact__info {\n    padding: 20px 20px 40px 40px;\n    margin: 0 auto;\n  }\n\n\n#form-templates{\npadding: 40px 15px 50px 15px;  \n    \n}\n\n  \n   .new-container #spinner{\n       \n    margin-bottom:30px;   \n   }\n   \n   \n   .elementor-widget-container #form-templates .form-template h2,.elementor-widget-container.form-template h1{\n   font-size: 32px !important;\n    line-height: 42px !important;    \n   }\n   \n   \n   .elementor-widget-container #form-templates .form-template p{\n       \n    font-size: 16px;\n    line-height: 20px;  \n    margin-bottom: 30px !important;\n \n       \n   }\n   \n   #form-templates .contact__info-heading{\n   font-size: 24px !important;\n    line-height: 49px !important;    \n       \n   }\n   \n\n.mailToContact{\nmargin-top: 10px !important;        \n}\n\n   \n\n  #form-templates .contact__info-heading {\n    font-size: 24px;\n    margin-bottom: 37px;\n  }\n\n  #form-templates .contact__info-background {\n    top: 10px;\n    left: 10px;\n  }\n\n  #form-templates .contact__info-text {\n    font-size: 12px;\n    line-height: 20px;\n  }\n  \n  \n  #form-templates .contact__info-heading {\n   margin-bottom: 35px !important;\n\n}\n\n}\n\n@media (max-width: 767px) {\n    .mailToContact {\n        max-width: 100%;\n    }\n    .contact-us__wrapper .pp {\nfont-size: 12px !important;\nline-height: 140%;\nmargin-bottom: 0 !important;\n\n}\n}\n<\/style>\n\n<script>\nwindow.addEventListener('hashchange',function(e){if(window.history.pushState){window.history.pushState('','\/',window.location.pathname)}else{window.location.hash=''}})\n<\/script>\n\n\n<div id=\"form-templates\">\n<div class=\"elementor-widget-container form-template\">\n<a name=\"contact-form\"><\/a>\n<h2>Contact us<\/h2>\n<p><a id=\"calendlylink\" style=\"color: #c63031; border-bottom: 1px solid #c63031; padding: 0;\">Book a call<\/a> or fill out the form below and we\u2019ll get back to you once we\u2019ve processed your request.<\/p>\n<\/div>\n\n<div class=\"new-container\">\n\n\n<div class=\"contact-us__main\" id=\"spinner\" data-no-defer=\"1\">\n\n<div class=\"contact-us__wrapper\">\n\n<div class=\"name\">\n<label>Name<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"field_name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required contact-us__name\" id=\"contact-name\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Name*\" value=\"\" type=\"text\" name=\"field_name\" \/><\/span>\n<\/div>\n\n<div class=\"company\">\n<label>Company<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"company\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required contact-us__company\" id=\"contact-company\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Company*\" value=\"\" type=\"text\" name=\"company\" \/><\/span>\n<\/div>\n\n<\/div>\n\n<div class=\"contact-us__wrapper\">\n\n<div class=\"email\">\n<label>Email<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email contact-us__email\" id=\"contact-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Corporate email*\" value=\"\" type=\"email\" name=\"email\" \/><\/span>\n<\/div>\n\n<div class=\"phone\">\n<label>Phone<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel contact-us__phone\" id=\"contact-phone\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Phone*\" value=\"\" type=\"tel\" name=\"tel\" \/><\/span>\n<\/div>\n\n<\/div>\n<div class=\"contact-us__wrapper subj\">\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-recipient\"><select class=\"wpcf7-form-control wpcf7-select\" id=\"form-field-subj_js\" aria-invalid=\"false\" name=\"your-recipient\"><option value=\"\">Subject*<\/option><option value=\"IT staff augmentation\">IT staff augmentation<\/option><option value=\"Turnkey product development\">Turnkey product development<\/option><option value=\"Support and enhancement\">Support and enhancement<\/option><option value=\"Careers\">Careers<\/option><option value=\"Other\">Other<\/option><\/select><\/span>\n\n<span class=\"wpcf7-form-control-wrap\" data-name=\"form-field-budget_js\"><select class=\"wpcf7-form-control wpcf7-select\" id=\"form-field-budget_js\" aria-invalid=\"false\" name=\"form-field-budget_js\"><option value=\"\">Project budget<\/option><option value=\"Under $15K\">Under $15K<\/option><option value=\"$15K-$30K\">$15K-$30K<\/option><option value=\"$30K-$100K\">$30K-$100K<\/option><option value=\"$100K-$250K\">$100K-$250K<\/option><option value=\"$250K-$500K\">$250K-$500K<\/option><option value=\"More than $500K\">More than $500K<\/option><\/select><\/span>\n\n<\/div>\n\n\n<div class=\"message\">\n<label>Message<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"message\"><textarea cols=\"40\" rows=\"1\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea wpcf7-validates-as-required contact-us__message\" id=\"contact-message\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Describe your needs in detail*\" name=\"message\"><\/textarea><\/span>\n<\/div>\n\n<div class=\"atvoice-wrap\">\n\n<div class=\"voice-wrap\">\n<span id=\"voice-mut\" class=\"voicetext\">Send us a voice message<\/span>\n         <div class=\"qc_voice_audio_wrapper\">\n            <div class=\"qc_voice_audio_container\">\n                <div class=\"qc_voice_audio_upload_main\" id=\"qc_audio_main\">\n                    <a class=\"qc_audio_record_button\" id=\"qc_audio_record\" href=\"#\" aria-label=\"Record an audio message\">\n                        <span class=\"dashicons dashicons-microphone\"><\/span> \u00a0<\/a> \n                <\/div>\n\n                <div class=\"qc_voice_audio_recorder\" id=\"qc_audio_recorder\" style=\"display:none\">\n\n                <\/div>\n                <div class=\"qc_voice_audio_display\" id=\"qc_audio_display\"  style=\"display:none\">\n                    <audio id=\"qc-audio\" controls src=\"\"><\/audio>\n                    <span title=\"Remove and back to main upload screen.\" class=\"qc_audio_remove_button dashicons dashicons-trash\"><\/span>\n                <\/div>\n            <\/div>\n            <input type=\"hidden\" value=\"\" name=\"qcwpvoicemessage\" id=\"qc_audio_url\" \/>\n        <\/div>\n        \n<\/div>\n\n\n<div class=\"attach-wrap\">\n<span class=\"voicetext\">Attach documents<\/span>\n\n<div class='attachment'>\n\n<div class=\"downloaded\">\n<span><\/span>\n<div class=\"deleteFile\"><\/div>\n<\/div>\n\n<div class=\"attachmentButton\" onclick=\"(function cl(e){if(e.target.nodeName == 'DIV'){e.target.parentNode.children[1].children[0].click(); }})(arguments[0]);\">\n\n<div class=\"innerText\">Upload file<\/div>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"att-files\"><input 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Valid file formats: pdf, jpg, jpeg, png.<\/p>\n<\/div>\n\n<\/div>\n\n<\/div>\n\n<\/div>\n\n\n\n<\/div>\n\n<div class=\"contact-us__wrapper\"> \n<p class=\"pp\">By clicking Send, you consent to Innowise processing your personal data per our <a href=\"\/privacy-notice\/\">Privacy Policy<\/a> to provide you with relevant information. By submitting your phone number, you agree that we may contact you via voice calls, SMS, and messaging apps. 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