{"id":181540,"date":"2025-04-05T13:55:09","date_gmt":"2025-04-05T17:55:09","guid":{"rendered":"https:\/\/innowise.com\/?p=181540"},"modified":"2025-07-09T11:09:32","modified_gmt":"2025-07-09T15:09:32","slug":"monolith-to-microservices-migration","status":"publish","type":"post","link":"https:\/\/innowise.com\/fr\/blog\/monolith-to-microservices-migration\/","title":{"rendered":"Feuille de route pour la migration du monolithe vers les microservices: moderniser les applications d'entreprise"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"181540\" class=\"elementor elementor-181540\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8d2adc4 main-block e-flex e-con-boxed e-con e-parent\" data-id=\"8d2adc4\" 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<div class=\"elementor-element elementor-element-4cd1664 e-con-full e-flex e-con e-child\" data-id=\"4cd1664\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce54981 elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"ce54981\" 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=\"breadcrumbs flex\">\n    <div class=\"info\"> \n    <a href=\"https:\/\/innowise.com\/\">\n  Main\n  <\/a>\n    <\/div>\n    <div class=\"info\">\n         <a href=\"https:\/\/innowise.com\/about-us\/\">\n  About us\n  <\/a>\n    <\/div>\n     <div class=\"info\">\n          <a href=\"https:\/\/innowise.com\/blog\/\">\n  Blog\n  <\/a>\n    <\/div>\n<\/div>\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\/\", \n  \"@type\": \"BreadcrumbList\", \n  \"itemListElement\": [{\n    \"@type\": \"ListItem\", \n    \"position\": 1, \n    \"name\": \"Innowise is on Top: We Are No. 554 on Inc. 5000 Annual List\",\n    \"item\": \"https:\/\/innowise.com\/blog\/inc-5000-puts-innowise-group-among-the-fastest-growing-technology-companies-in-the-usa-2022\/\"  \n  },{\n    \"@type\": \"ListItem\", \n    \"position\": 2, \n    \"name\": \"Blog\",\n    \"item\": \"https:\/\/innowise.com\/blog\/\"  \n  },{\n    \"@type\": \"ListItem\", \n    \"position\": 3, \n    \"name\": \"Main\",\n    \"item\": \"https:\/\/innowise.com\/\"  \n  }]\n}\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fbe97f elementor-widget__width-initial elementor-widget-tablet__width-inherit main-h1 elementor-widget elementor-widget-heading\" data-id=\"7fbe97f\" 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\">Monolith to microservices migration roadmap: modernizing enterprise apps<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5ba6c2 elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"a5ba6c2\" 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=\"blog-article-info\">\n    <span>Michael Labutin<\/span>\n    <div class=\"blog-article-info_other\">\n        <span>Apr 5, 2025<\/span>\n        <span>12 min<\/span>\n    <\/div>\n<\/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-2a214a4 elementor-hidden-desktop elementor-hidden-tablet elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"2a214a4\" 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=\"880\" height=\"661\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Small-cover-2.jpg\" class=\"attachment-full size-full wp-image-181542\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Small-cover-2.jpg 880w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Small-cover-2-300x225.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Small-cover-2-768x577.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Small-cover-2-16x12.jpg 16w\" sizes=\"(max-width: 880px) 100vw, 880px\" \/>\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-8f98fe0 article-description e-flex e-con-boxed e-con e-parent\" data-id=\"8f98fe0\" 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<div class=\"elementor-element elementor-element-3e49c1e author-article e-con-full e-flex e-con e-child\" data-id=\"3e49c1e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-4dee097 e-con-full e-flex e-con e-child\" data-id=\"4dee097\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bf3271b elementor-widget elementor-widget-text-editor\" data-id=\"bf3271b\" 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>If you\u2019re here, chances are your monolithic system is becoming more of a burden than an asset. Slow release cycles, scaling headaches, and a rigid architecture make it harder to keep up. The bigger your app gets, the more frustrating it becomes. New tech doesn\u2019t integrate smoothly, agility takes a hit, and reliability starts slipping.<\/p><p>Microservices can turn things around by making your system modular, speeding up deployments, and letting you scale exactly what you need when you need it. But here\u2019s the catch: migrating isn\u2019t just about splitting code. If you don\u2019t plan it right, you could end up with more complexity, integration nightmares, and unexpected costs.<\/p><p>In this article, I\u2019ll walk you through a real-world roadmap for moving from monolith to microservices. No fluff \u2014 just practical steps, hard-earned lessons from <a href=\"https:\/\/innowise.com\/services\/solution-architecture-consulting\/\">our solution architects<\/a>, and strategies that actually work. Let\u2019s dive in.<\/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-5f927be e-con-full e-flex e-con e-child\" data-id=\"5f927be\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ae7a8e e-con-full e-flex e-con e-child\" data-id=\"3ae7a8e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-45a6124 elementor-widget elementor-widget-text-editor\" data-id=\"45a6124\" 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<h2>Steps for migrating from monolithic to microservices architecture<\/h2><h3>Step 1: Planning a monolith-to-microservices migration<\/h3><p>I\u2019ve seen many companies think microservices are the magic fix, only to end up with more complexity, broken workflows, and skyrocketing costs. And if there\u2019s one thing I\u2019ve learned, it\u2019s that jumping straight into the tech side without a solid plan is a fast track to chaos.<\/p><p>It\u2019s tempting to start ripping apart a monolith and spinning up services, but before we even touch the code, we work with clients to map out the why, when, and how of migration. That way, every step forward actually delivers value.<\/p><h4>Setting the right goals: why are you migrating<\/h4><p>Whenever clients come to us about switching from monolith to microservices, I ask what\u2019s driving their decision to move. The answers vary, but more often than not, I hear, because their competitors are doing so. And honestly, that\u2019s not a great reason. Jumping into microservices without a clear goal usually just leads to more headaches, not actual progress.<\/p><p><span style=\"font-weight: 400;\">So before taking the plunge, ask yourself:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What are you hoping to achieve?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Have you considered alternatives to using microservices?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How will you know if the transition is working?<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">If you&#8217;re not 100% sure \u2014 no worries. We\u2019ll help you define the key metrics and business outcomes upfront, so every tech decision moves the needle.<\/span><\/p><h4>Microservices: a fit for everyone? Not always<\/h4><p>Microservices bring modularity, independent scaling, and faster innovation. But they\u2019re not a silver bullet. Some businesses do just fine with a monolith, especially if their app is simple, stable, and not changing much.<\/p><p>Imagine a small employee portal or an inventory system that only a handful of people use. If it\u2019s working fine and doesn\u2019t need constant updates, breaking it into microservices could just add a bunch of complexity for no real gain.<\/p><p>That\u2019s why we don\u2019t push microservices just for the sake of it. Instead, we look at what you specifically need and whether microservices will bring real rewards. If they will, great \u2014 we go for it. If not, we find a better way forward.<\/p><h4>Assessing the monolith: know what you\u2019re dealing with<\/h4><p>Once we\u2019ve decided microservices are the right move, we like to give your system a full health check to see how everything&#8217;s connected. We look for slow spots, potential dependency issues, and where all that critical data lives.<\/p><p>Skipping this step is risky. If you don\u2019t know what\u2019s under the hood, you could accidentally knock over the whole system like dominos. By mapping out what\u2019s working, what\u2019s lagging, and what could break, we create a smart migration plan that tackles the most critical areas first, minimizing risks, avoiding downtime, and making the transition as smooth as possible.<\/p><h4>Picking the right migration strategy<\/h4><p>By now, you\u2019ve probably guessed, I\u2019m not a fan of tearing down an entire monolith overnight. It\u2019s too risky, too disruptive, and usually not worth the stress. Instead, I opt for a step-by-step approach that gives you quick wins while keeping your operations stable.<\/p><p>One of my favorite strategies is the Strangler Fig pattern, which lets your old system and new microservices coexist until you\u2019re ready for the full handover.<\/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-fd86c70 elementor-widget elementor-widget-image\" data-id=\"fd86c70\" 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=\"1000\" height=\"556\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-1.jpg\" class=\"attachment-full size-full wp-image-181571\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-1.jpg 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-1-300x167.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-1-768x427.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-1-18x10.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\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 class=\"elementor-element elementor-element-ee21baa elementor-widget elementor-widget-image\" data-id=\"ee21baa\" 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=\"1000\" height=\"494\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-2.jpg\" class=\"attachment-full size-full wp-image-181572\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-2.jpg 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-2-300x148.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-2-768x379.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-2-18x9.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\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 class=\"elementor-element elementor-element-409b62a elementor-widget elementor-widget-text-editor\" data-id=\"409b62a\" 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;\">Branch by Abstraction is handy when you have to make changes inside the monolith itself: we add a layer, move components one by one, and retire the old stuff without blowing things up.<\/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-5452d7f elementor-widget elementor-widget-image\" data-id=\"5452d7f\" 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=\"1000\" height=\"560\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-3.jpg\" class=\"attachment-full size-full wp-image-181573\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-3.jpg 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-3-300x168.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-3-768x430.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-3-18x10.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\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 class=\"elementor-element elementor-element-9c54e31 elementor-widget elementor-widget-text-editor\" data-id=\"9c54e31\" 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>If reliability is mission-critical, Parallel Run keeps both systems going, comparing outputs before you fully commit.<\/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-c35d381 elementor-widget elementor-widget-image\" data-id=\"c35d381\" 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=\"1000\" height=\"566\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-4.jpg\" class=\"attachment-full size-full wp-image-181574\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-4.jpg 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-4-300x170.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-4-768x435.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-4-18x10.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\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 class=\"elementor-element elementor-element-81018bb elementor-widget elementor-widget-text-editor\" data-id=\"81018bb\" 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>And if you can\u2019t mess with the monolith, Change Data Capture lets us track database changes to keep microservices in sync.<\/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-d2c1dd2 elementor-widget elementor-widget-image\" data-id=\"d2c1dd2\" 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=\"1000\" height=\"566\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-5.jpg\" class=\"attachment-full size-full wp-image-181575\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-5.jpg 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-5-300x170.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-5-768x435.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Picking-the-right-migration-strategy-5-18x10.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\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 class=\"elementor-element elementor-element-54a5660 elementor-widget elementor-widget-text-editor\" data-id=\"54a5660\" 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>There\u2019s no single best method \u2014 it all depends on your setup. Our team also picks which parts to migrate first, focusing on the ones that\u2019ll have the biggest impact. Take an e-commerce checkout system handling thousands of daily orders or a data analytics engine that constantly updates \u2014 those should go early. That way, you see real benefits fast and keep your operations sane.<\/p><h4>Aligning teams and processes<\/h4><p><a href=\"https:\/\/innowise.com\/blog\/coreless-banking\/\">Incorporation of microservices<\/a> also means shaking up how your teams work. Instead of one huge team handling a monolith, I suggest moving to smaller, cross-functional teams where each one owns a specific microservice. This way, decisions get made faster, and everyone knows exactly what they&#8217;re responsible for.<\/p><p>Additionally, our experts bring in DevOps principles and automation from day one so that rolling out new features is smooth and hassle-free.<\/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-9719802 e-con-full e-flex e-con e-child\" data-id=\"9719802\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a78e35 elementor-widget elementor-widget-text-editor\" data-id=\"6a78e35\" 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>\u201cSwitching from monolith to microservices isn\u2019t just a tech tweak \u2014 it hits your development speed, system stability, and your ability to scale. Without a best-laid plan, costs can skyrocket and integrations can turn into a real headache. At Innowise, we make the transition smooth and efficient, so you can keep things agile and focus on growing your business.\u201d<\/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-1e842bc e-grid e-con-full e-con e-child\" data-id=\"1e842bc\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-415c9e6 elementor-widget elementor-widget-image\" data-id=\"415c9e6\" 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=\"80\" height=\"80\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/02\/Rectangle-34624315-4-1.png\" class=\"attachment-full size-full wp-image-179345\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/02\/Rectangle-34624315-4-1.png 80w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/02\/Rectangle-34624315-4-1-12x12.png 12w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/>\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-ce0ac72 e-con-full e-flex e-con e-child\" data-id=\"ce0ac72\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6298c3d quoter elementor-widget elementor-widget-text-editor\" data-id=\"6298c3d\" 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><strong>Dmitry Nazarevich<\/strong><\/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-cf5c20c quoter-pos elementor-widget elementor-widget-text-editor\" data-id=\"cf5c20c\" 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 class=\"grey\">CTO<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-49a78d7 e-con-full e-flex e-con e-child\" data-id=\"49a78d7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42742ec elementor-widget elementor-widget-text-editor\" data-id=\"42742ec\" 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<h3>Step 2: Identifying and defining microservices<\/h3><p>Once we\u2019ve mapped out the migration strategy, the next big question is figuring out how to break monolith into microservices without making a mess. I\u2019ve seen companies either try to decouple everything at once or just pick random modules to split out. Either way, it leads to wasted time, broken dependencies, and months of frustrating rework.<\/p><p>My rule of thumb: keep it business-focused. That means each <a href=\"https:\/\/innowise.com\/blog\/best-software-architecture-patterns\/\">microservice<\/a> should map to a real business function, not just some random chunk of code.<\/p><h4>Finding natural service boundaries<\/h4><p>One of the common pitfalls we see is splitting a monolith into technical layers. I mean separating the frontend, backend, and database into different services. That\u2019s a surefire way to end up with tightly coupled, overly chatty microservices that don\u2019t scale well. Instead, we go with Domain-Driven Design (DDD) and bounded contexts to break things down in a way that actually makes sense.<\/p><p>Take an e-commerce platform. Rather than splitting it into a generic front-end service and back-end service, we separate it into real business functions like order processing, inventory management, payments, and user management. Each service owns its own logic and data, keeping them loosely coupled so they can scale independently and evolve without breaking everything else.<\/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-2044f85 elementor-widget elementor-widget-image\" data-id=\"2044f85\" 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=\"1000\" height=\"632\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Finding-natural-service-boundaries.jpg\" class=\"attachment-full size-full wp-image-181586\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Finding-natural-service-boundaries.jpg 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Finding-natural-service-boundaries-300x190.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Finding-natural-service-boundaries-768x485.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Finding-natural-service-boundaries-18x12.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\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 class=\"elementor-element elementor-element-b05a44a elementor-widget elementor-widget-text-editor\" data-id=\"b05a44a\" 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<h4>Prioritizing services for migration<\/h4><p>I\u2019m not a fan of the \u201cbig bang\u201d approach. Trying to migrate everything at once is just asking for trouble. Instead, we focus on what to break off first by looking at:<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Minimal dependencies.<\/b><span style=\"font-weight: 400;\"> Less tangled modules are easier to detach without breaking everything.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Business impact.<\/b><span style=\"font-weight: 400;\"> Anything tied to revenue or customer experience usually jumps to the front of the line.<\/span><\/li><li aria-level=\"1\"><b>Frequent changes.<\/b><span style=\"font-weight: 400;\"> Services that get updated all the time benefit most from microservices\u2019 flexibility.<\/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-ee17393 elementor-widget elementor-widget-image\" data-id=\"ee17393\" 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=\"1000\" height=\"572\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Prioritizing-services-for-migration.jpg\" class=\"attachment-full size-full wp-image-181588\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Prioritizing-services-for-migration.jpg 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Prioritizing-services-for-migration-300x172.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Prioritizing-services-for-migration-768x439.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Prioritizing-services-for-migration-18x10.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\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 class=\"elementor-element elementor-element-066d5cb elementor-widget elementor-widget-text-editor\" data-id=\"066d5cb\" 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>This approach helps us score quick wins and show early value, making it easier to get buy-in from the team. For example, in an enterprise HR system, payroll processing might make a great microservice since it handles complex, region-specific calculations. But a static company directory? Probably isn\u2019t worth the extra overhead and can stay in the monolith for a while.<\/p><h4>Avoiding the distributed monolith trap<\/h4><p>The last thing we want is to convert monolith to microservices and still end up with a bunch of services that depend too much on each other. To dodge this, we:<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Define clear APIs (REST, gRPC, or event-driven) so services communicate smoothly without unnecessary back-and-forth.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Make sure each service owns its data \u2014 no shared databases that create bottlenecks.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Keep dependencies to a minimum so services can be updated without breaking everything else.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">By keeping services loosely coupled, we can upgrade or modify them without worrying about breaking everything else.<\/span><\/p><h4>Getting teams on board<\/h4><p>As I said before, microservices really shine when each team owns their service from start to finish. You get quicker feedback, more accountability, and way less back-and-forth between teams. At Innowise, we help companies set up their teams so devs, ops, QA, and everyone else can work together smoothly.<\/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-c1899e0 e-con-full e-flex e-con e-child\" data-id=\"c1899e0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-908ddf1 e-con-full e-flex e-con e-child\" data-id=\"908ddf1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4c1a963 elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"4c1a963\" 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\">Break down your monolith into microservices and breeze through traffic spikes.<\/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-3485ddd e-con-full e-flex e-con e-child\" data-id=\"3485ddd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f75b231 elementor-absolute elementor-widget-mobile__width-inherit transform cta1 elementor-widget elementor-widget-html\" data-id=\"f75b231\" 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('.cta1 .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-d30f522 elementor-align-left elementor-widget__width-initial elementor-widget-mobile__width-inherit cta-btn elementor-widget elementor-widget-button\" data-id=\"d30f522\" 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\">Start your journey<\/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<div class=\"elementor-element elementor-element-a5ce9a9 e-con-full e-flex e-con e-child\" data-id=\"a5ce9a9\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b67af2b elementor-widget elementor-widget-text-editor\" data-id=\"b67af2b\" 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<h3>Step 3: Managing data in microservices<\/h3><p>After we\u2019ve split your monolith into microservices, the first question is usually what do we do with the data? In a monolithic setup, everything\u2019s tied to one big database, which works until it doesn\u2019t. In a microservices setup, that shared database quickly becomes a bottleneck, slowing everything down and making it impossible to scale services independently.<\/p><p>That\u2019s why I push for a decentralized data model, where each microservice owns its own data. Done right, it lets each service grow, adapt, and scale without constantly tripping over each other.<\/p><h4>Ditching the monolithic database<\/h4><p>A massive, all-in-one database might seem like the easy way to go, but in a microservices setup, it quickly turns into a bottleneck. Every service has different needs, and cramming everything into a single database just creates roadblocks. Scaling gets tricky, dependencies pile up, and even small changes can cause system-wide issues.<\/p><p><span style=\"font-weight: 400;\">That\u2019s why we split up into smaller, service-specific ones, so each microservice:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Controls its own data.<\/b><span style=\"font-weight: 400;\"> No more conflicts or accidental changes from other teams.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Scales on its own.<\/b><span style=\"font-weight: 400;\"> Services don\u2019t have to fight over database resources.<\/span><\/li><li aria-level=\"1\"><b>Can change freely<\/b><span style=\"font-weight: 400;\">. Updating one service won\u2019t risk breaking the entire system.<\/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-389f545 elementor-widget elementor-widget-image\" data-id=\"389f545\" 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=\"1000\" height=\"500\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Ditching-the-monolithic-database.jpg\" class=\"attachment-full size-full wp-image-181590\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Ditching-the-monolithic-database.jpg 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Ditching-the-monolithic-database-300x150.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Ditching-the-monolithic-database-768x384.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Ditching-the-monolithic-database-18x9.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\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 class=\"elementor-element elementor-element-bf38a06 elementor-widget elementor-widget-text-editor\" data-id=\"bf38a06\" 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;\">This way, everything is more flexible, keeps teams from stepping on each other\u2019s toes, and avoids the database bottleneck that slows everyone down.<\/span><\/p><h4>Data migration<\/h4><p><a href=\"https:\/\/innowise.com\/services\/data-migration\/\"><span style=\"font-weight: 400;\">Moving data<\/span><\/a><span style=\"font-weight: 400;\"> out of a monolith isn\u2019t a flip-the-switch moment. A rip-the-bandage-off migration is risky, so I prefer an incremental approach, breaking it down step by step.<\/span><\/p><p><span style=\"font-weight: 400;\">Usually, that means spinning up new tables or databases for each microservice and keeping them in sync with the old system using Change Data Capture (CDC) or dual writes. That way, each service gradually takes ownership of its data \u2014 no downtime, no unpleasant surprises.<\/span><\/p><h4>Keeping data consistent<\/h4><p>In a monolith, you\u2019ve got one big shared database and ACID transactions that make sure everything updates (or fails) together. But with microservices, every service manages its own data, so updates don\u2019t happen instantly across the system.<\/p><p>Instead of direct updates, services talk through asynchronous messaging. Say an order is placed, the Order Service fires off an event, and the Inventory Service listens in to adjust stock. This setup keeps things running smoothly, even if a service temporarily goes down.<\/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-630ce5c elementor-widget elementor-widget-image\" data-id=\"630ce5c\" 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=\"1000\" height=\"710\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Keeping-data-consistent.jpg\" class=\"attachment-full size-full wp-image-181592\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Keeping-data-consistent.jpg 1000w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Keeping-data-consistent-300x213.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Keeping-data-consistent-768x545.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Keeping-data-consistent-18x12.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\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 class=\"elementor-element elementor-element-aa9f4ee elementor-widget elementor-widget-text-editor\" data-id=\"aa9f4ee\" 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>Of course, that means handling consistency the smart way. At Innowise, we use idempotent operations to prevent duplicates, retry mechanisms to handle hiccups, and dead-letter queues to catch failures. This way, your data stays accurate, even when things don\u2019t go as planned.<\/p><h3>Step 4: Implementation &amp; integration<\/h3><p>Alright, now that we\u2019ve set clear service boundaries and a solid data migration plan, it\u2019s time to roll up our sleeves and turn strategy into action. Let\u2019s dive into how we make that happen.<\/p><h4>Building scalable, resilient microservices<\/h4><p>Our dev team builds microservices using modern tools like Spring Boot and Node.js, making sure they\u2019re built to scale and handle real-world challenges. To keep things running smoothly, we use smart design patterns like circuit breakers to manage traffic spikes and graceful degradation to prevent cascading failures. That way, even if one service hits a snag, the rest of your system keeps running without a hitch.<\/p><h4>Keeping the legacy alive (for now)<\/h4><p>Shutting down your monolith overnight? Not happening. Instead, we set up integration layers using RESTful APIs and message brokers like RabbitMQ or Apache Kafka to keep your new microservices and existing systems in sync. These act as bridges that let everything communicate smoothly without breaking workflows.<\/p><p>And when it makes sense, we also bring in API gateways to boost and secure interactions, guaranteeing a smooth transition with zero downtime.<\/p><h4>Adopting containerization<\/h4><p>We containerize your microservices with Docker so they\u2019re fast, flexible, and easy to manage. With Kubernetes handling the orchestration, scaling up during busy times or rolling out updates across different environments is a snap. This setup keeps everything consistent, predictable, and cost-effective, so your IT ops never feel like a crapshoot.<\/p><h4>Automating with CI\/CD pipelines<\/h4><p>Our team set up CI\/CD pipelines with tools like Jenkins, GitLab CI, or CircleCI to handle testing, building, and deployments automatically. No more manual updates or last-minute fire drills. Bugs get caught early, releases go out faster, and the system stays rock solid.<\/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-0b8db95 e-con-full e-flex e-con e-child\" data-id=\"0b8db95\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-2c8eb45 e-con-full e-flex e-con e-child\" data-id=\"2c8eb45\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5cfb42f elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"5cfb42f\" 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\">Let us build a fault-tolerant microservices ecosystem for your business.<\/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-72dca40 e-con-full e-flex e-con e-child\" data-id=\"72dca40\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-55186cf elementor-absolute elementor-widget-mobile__width-inherit transform cta2 elementor-widget elementor-widget-html\" data-id=\"55186cf\" 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('.cta2 .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-2845201 elementor-align-left elementor-widget__width-initial elementor-widget-mobile__width-inherit cta-btn elementor-widget elementor-widget-button\" data-id=\"2845201\" 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\">Find out how<\/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<div class=\"elementor-element elementor-element-832da4f e-con-full e-flex e-con e-child\" data-id=\"832da4f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8d1a692 elementor-widget elementor-widget-text-editor\" data-id=\"8d1a692\" 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<h3>Step 5: Testing, deployment &amp; monitoring<\/h3><p>Without the right safeguards, even the best-designed system can hit bottlenecks, unexpected failures, or just flat-out crash at the worst time. That\u2019s why our team takes a no-shortcuts approach, automating everything and catching issues before they cause real problems.<\/p><h4>Automated testing<\/h4><p>Testing isn\u2019t just the final step, it\u2019s part of the entire process. Our AQA team uses multi-layered automated test suites to catch failures early, so nothing slips through the cracks.<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Unit testing.<\/b><span style=\"font-weight: 400;\"> Each microservice gets its own checkup with JUnit, Mocha, and PyTest. If something\u2019s off, we catch it right away.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Integration testing.<\/b><span style=\"font-weight: 400;\"> APIs, dependencies, and data flow all need to sync up. Our experts use Postman, REST-assured, and WireMock to make sure they do.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Contract testing. <\/b><span style=\"font-weight: 400;\">Microservices have to play by the rules. With Pact, we keep them in check, preventing broken connections between services.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>End-to-end testing.<\/b><span style=\"font-weight: 400;\"> We run through real-world scenarios \u2014 from the user interface all the way to the backend \u2014 using Selenium, Cypress, and Playwright. This way, the whole system works as expected.<\/span><\/li><li aria-level=\"1\"><b>Load &amp; stress testing. <\/b><span style=\"font-weight: 400;\">Our team pushes the system to its limits with JMeter, Gatling, and Locust to see how it holds up under heavy traffic.<\/span><\/li><\/ul><h4>Risk-free deployments<\/h4><p>Nobody wants a bad release bringing down their system, frustrating users, or tanking revenue. That\u2019s why our team keeps deployments safe, controlled, and rollback-ready with battle-tested strategies.<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Canary releases.<\/b><span style=\"font-weight: 400;\"> Instead of flipping the switch for everyone at once, we start small, rolling out updates to a tiny percentage of users first. If all goes well, we keep going. If something\u2019s off, our experts fix it before anyone else even notices.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Let\u2019s say a retail company wants to launch a points-based loyalty program, but their order system is too complex to modify safely. A retail company wants to launch a points-based loyalty program, but its order system is too complex to modify safely. To play it safe, we test it with a small group first. If all goes well, we roll it out wider.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Blue\/green deployments.<\/b><span style=\"font-weight: 400;\"> Our team runs two live environments at the same time:<\/span><ul><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Blue (current version): the stable version that\u2019s live;<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Green (updated version): the new release, tested and ready to go.<\/span><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 400;\">Once we\u2019re confident the green version is solid, we flip traffic over instantly. If anything goes sideways, we switch back to blue. Zero downtime, no stress.<\/span><\/p><p><span style=\"font-weight: 400;\">For instance, a travel platform wants to add real-time pricing, but messing with its old system could wreck booking. Instead of going all in, our team goes blue-green, sending a small group of users to the new setup first. If all\u2019s good, we switch everyone over. If things go sideways, we roll back instantly.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Feature flags &amp; A\/B testing. <\/b><span style=\"font-weight: 400;\">Sometimes, rolling out to 100% of users isn\u2019t the right move. Feature flags let us enable or disable features dynamically, so we can test in production without impacting everyone. We also use A\/B testing to compare multiple feature versions in real-world conditions before committing to a full release.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Imagine an e-commerce company rolling out an AI-powered recommendation engine. Instead of flipping the switch for everyone, we use Feature Flags to enable it for returning customers first. If engagement and sales go up, we expand; if not, we turn it off instantly.<\/span><\/p><p><span style=\"font-weight: 400;\">At the same time, our team runs A\/B tests, comparing the old system to the new one and tracking key metrics like cart value and conversion rates. This data helps us fine-tune the AI before a full-scale launch.<\/span><\/p><h4>Proactive monitoring &amp; real-time logging<\/h4><p>Microservices churn out tons of data, so keeping an eye on system health in real time is a must. Our team sets up multi-layered monitoring with tools like Prometheus, Grafana, and New Relic to track speed, memory usage, and errors. This way, we can spot problems before they become a headache. Using ELK Stack, Fluentd, and others, we also gather all the logs (basically, the digital trail of your apps) in one place, so nothing slips by. And if something does go wrong, automated alerts get our engineers on it ASAP.<\/p><h4>Data backup &amp; recovery<\/h4><p>Let\u2019s be real, no system is 100% fail-proof. Hardware dies, software crashes and cyber threats never stop evolving. That\u2019s why data protection is a must. So our team sets up automated backup strategies so your critical data stays safe and easy to recover.<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Automatic snapshots.<\/b><span style=\"font-weight: 400;\"> We use AWS RDS, Google Cloud SQL, and Azure Backup to take continuous snapshots of your database. If something breaks, you can roll back instantly to a stable version with minimal downtime.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Geo-redundant storage. <\/b><span style=\"font-weight: 400;\">One backup isn\u2019t enough. Our experts spread copies across different data centers, so even if one crashes or gets hit by a cyberattack, your data is still safe and accessible.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Incremental backups &amp; point-in-time recovery. <\/b><span style=\"font-weight: 400;\">Rather than doing one huge backup that takes ages, we use smart backups that only capture recent changes. And with point-in-time recovery, we can rewind your database to any moment before an issue, saving you from accidental deletes or data corruption.<\/span><\/li><li aria-level=\"1\"><b>Disaster recovery. <\/b><span style=\"font-weight: 400;\">A strong disaster recovery plan keeps small issues from turning into full-blown crises. If something fails, automatic failover systems switch you to a backup, so your business keeps running without a hitch.<\/span><\/li><\/ul><h3>Step 6: Iterative optimization &amp; scaling<\/h3><p>Migrating monolith to microservices isn\u2019t just a one-time upgrade, they need ongoing care to perform at their best. We\u2019re here for the long run, guaranteeing your setup stays agile, scales smoothly, and handles even the toughest loads.<\/p><h4>Performance tuning<\/h4><p>Our team keeps an eye on each microservice, tweaking code, optimizing database queries, and smoothing out how services communicate to keep everything running fast.<\/p><h4>Smart scaling<\/h4><p>By analyzing real-time traffic and load patterns, our specialists dynamically adjust resources, making sure high-demand services get the boost they need without overspending.<\/p><h4>Continuous improvement<\/h4><p>Your system needs to grow with your business. Our team tracks performance in real time, listens to feedback, and makes smart tweaks to keep your architecture secure, efficient, and bulletproof.<\/p><h4>Crystal-clear documentation<\/h4><p>As we refine and expand your microservices, we keep everything well-documented. That way, future updates and migrations are smooth, and your team knows exactly what\u2019s going on.<\/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-8ea05b4 e-con-full e-flex e-con e-child\" data-id=\"8ea05b4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6144950 e-con-full e-flex e-con e-child\" data-id=\"6144950\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47daff5 elementor-widget-tablet__width-inherit elementor-widget__width-initial max100 elementor-widget elementor-widget-heading\" data-id=\"47daff5\" 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\">Future-proof your enterprise app with a smart microservices migration.<\/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-cbd3e9d e-con-full e-flex e-con e-child\" data-id=\"cbd3e9d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd72548 elementor-absolute elementor-widget-mobile__width-inherit transform cta3 elementor-widget elementor-widget-html\" data-id=\"cd72548\" 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('.cta3 .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-5e83aeb elementor-align-left elementor-widget__width-initial elementor-widget-mobile__width-inherit cta-btn elementor-widget elementor-widget-button\" data-id=\"5e83aeb\" 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\t\t<div class=\"elementor-element elementor-element-b6ac00e elementor-widget elementor-widget-text-editor\" data-id=\"b6ac00e\" 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<h2>Modernize your enterprise applications with Innowise\u2019s solutions<\/h2><p>Monolith to microservices migration is a strategic move for better agility, scalability, and resilience. But jump in without a sensible plan, and you\u2019re looking at downtime, broken workflows, and skyrocketing costs. A smart migration requires nailing service boundaries, handling data right, and following best practices for security and deployment.<\/p><p><span style=\"font-weight: 400;\">At Innowise, we help companies make this shift with confidence. With 18+ years in <\/span><a href=\"https:\/\/innowise.com\/services\/legacy-modernization\/\"><span style=\"font-weight: 400;\">software modernization<\/span><\/a><span style=\"font-weight: 400;\"> and development, we handle everything from assessing your setup and designing a solid migration strategy to building scalable microservices and revamping performance. Our solution architects, DevOps engineers, and developers use tried-and-tested methods to reduce risk and maximize impact, guaranteeing your app&#8217;s systems scale and evolve with your business.<\/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-e1ead44 e-con-full e-flex e-con e-child\" data-id=\"e1ead44\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9da9e54 elementor-widget elementor-widget-shortcode\" data-id=\"9da9e54\" 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-8a7ec96 e-con-full tablePadding40 e-flex e-con e-child\" data-id=\"8a7ec96\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-765fd95 e-grid e-con-full e-con e-child\" data-id=\"765fd95\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d8f6b24 elementor-widget elementor-widget-image\" data-id=\"d8f6b24\" 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=\"100\" height=\"100\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Rectangle-34624315.png\" class=\"attachment-full size-full wp-image-183635\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Rectangle-34624315.png 100w, https:\/\/innowise.com\/wp-content\/uploads\/2025\/04\/Rectangle-34624315-12x12.png 12w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/>\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-776407b e-con-full e-flex e-con e-child\" data-id=\"776407b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cee64ec e-con-full e-flex e-con e-child\" data-id=\"cee64ec\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b692b8 elementor-widget elementor-widget-heading\" data-id=\"7b692b8\" 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\">Michael Labutin<\/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-788a6f9 elementor-widget elementor-widget-text-editor\" data-id=\"788a6f9\" 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>Head of ERP solutions<\/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-08c95a1 e-con-full e-flex e-con e-child\" data-id=\"08c95a1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0aacc2f text4String elementor-widget elementor-widget-text-editor\" data-id=\"0aacc2f\" 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>Michael knows ERP inside and out \u2014 from choosing the right system to figuring out how it\u2019ll work with the rest of your tech stack. He\u2019s the one people turn to when they need ERP to solve real operational problems, not create new ones.<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-15e4a1f table-content-container e-con-full e-flex e-con e-child\" data-id=\"15e4a1f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-00463de e-con-full stickyTable e-flex e-con e-child\" data-id=\"00463de\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7c0590d author-block e-con-full e-flex e-con e-child\" data-id=\"7c0590d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b297659 ddcv elementor-widget elementor-widget-html\" data-id=\"b297659\" 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\r\n.article-description > .e-con-inner{\r\n     align-items: baseline !important;\r\n}\r\n\r\n.table-content-container {\r\n    position: sticky;\r\n    top: 72px;\r\n    bottom: auto;   \r\n}  \r\n\r\n<\/style>\r\n\r\n<script>\r\ndocument.addEventListener(\"DOMContentLoaded\", ()=>{\r\n        \r\nconst headerElement = document.querySelector(\".new-menu\");\r\n\r\nconst stickyElement = document.querySelector(\".table-content-container\");\r\n\r\nconst headerElementH = headerElement.clientHeight;\r\n\r\nstickyElement.style.top =  headerElementH + 60 + \"px\"\r\n        \r\n});\r\n<\/script>\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  <h3 class=\"toc-title\">Table of contents<\/h3>\r\n  <div class=\"toc toc-2\"><\/div>\r\n<\/div>\r\n\r\n<script>\r\n  \/\/NOTE Add the value from h2 as the key and the text you want to display as the key value in LINKS variable:\r\n  \/\/   const LINKS = {\r\n  \/\/       \"The demand for retail digital transformation\": \"The demand\"\r\n  \/\/   }\r\n\r\n  const LINKS = {\r\n    \"Unleashing the power of .NET 8\": \"gggggg\",\r\n    \"Revamping legacy systems: unlocking business potential through software modernization\":\r\n      \"hello\",\r\n  };\r\n\r\n  const OFFSET = 70;\r\n   const PADDING_BOTTOM_FOR_SCROLL = 100;\r\n  let headerList = [];\r\n  let allLinks = [];\r\n  \r\n  let ticking = false;\r\n     \r\n\r\n  const createList = () => {\r\n      \r\n      console.log('create');\r\n      \r\n      \r\n    const tocTarget = document.querySelector(\".toc.toc-2\");\r\n    const toc = document.createElement(\"ul\");\r\n    \r\n    \r\n    \r\n     headerList = [...document.querySelectorAll(\"h2\")];\r\n\r\n\r\n    \r\n    headerList = headerList.slice(0, -3);\r\n    \r\n    const filteredNodes = [document.querySelector(\".related_content_blog_container h2\")]\r\n    \r\n    headerList = headerList.filter((node)=> !filteredNodes.includes(node))\r\n    \r\n    \r\n   headerList.forEach((header,index) => {\r\n      const headerId = header.getAttribute(\"id\");\r\n      const headerText =\r\n        header.dataset.title && header.dataset.title !== \"\"\r\n          ? header.dataset.title\r\n          : header.textContent;\r\n          \r\n\r\n      const headerTocText = header.dataset.title;\r\n\r\n      const idFromText =\r\n        !headerId || headerId === \"\"\r\n          ? headerText\r\n              .toLowerCase()\r\n              .replace(\/[^\\w ]+\/g, \"\")\r\n              .replace(\/ +\/g, \"-\")\r\n          : headerId;\r\n          \r\n         \r\n\r\n      const newListItem = document.createElement(\"li\");\r\n      const newLink = document.createElement(\"a\");\r\n      newLink.setAttribute(\"href\", \"#\" + idFromText);\r\n      newLink.textContent = LINKS[headerText] || headerText;\r\n\r\n      newLink.addEventListener(\"click\", (e) => {\r\n          \r\n        e.preventDefault();\r\n        const y =\r\n          header.getBoundingClientRect().top +\r\n          window.pageYOffset -\r\n          PADDING_BOTTOM_FOR_SCROLL -\r\n          OFFSET;\r\n          ticking = true; \r\n        window.scrollTo({ top: y, behavior: \"smooth\" });\r\n        \r\n        setTimeout(()=>{\r\n            ticking = false;\r\n        },500);\r\n        \r\n      });\r\n      \r\n\r\n      newListItem.appendChild(newLink);\r\n    toc.appendChild(newListItem);\r\n    \r\n    \r\n    });\r\n    tocTarget.appendChild(toc);\r\n    allLinks = Array.from(document.querySelector(\".toc.toc-2\").querySelectorAll(\"ul li\"));\r\n  };\r\n\r\n  const setContainerHeight = () => {\r\n    const windowHeight = window.innerHeight;\r\n    const tocContainer = document.querySelector(\".ddcv\");\r\n\r\n    tocContainer.style.maxHeight = \"calc(100vh - 230px)\";\r\n    tocContainer.style.minHeight = \"200px\";\r\n  };\r\n\r\n\r\n  const checkScroll = () => {\r\n      const windowHeight = window.innerHeight;\r\n      const scrollTop = window.scrollY || document.documentElement.scrollTop;\r\n\r\n      let selectedHeaderIndex = -1;\r\n\r\n      headerList.forEach((header, index) => {\r\n        \r\n  const posTop = header.getBoundingClientRect().top;\r\n       \r\n\r\n const isInViewport = posTop + elem.clientHeight <= window.innerHeight ;\r\n \r\n\r\n \r\n if(isInViewport){\r\n      selectedHeaderIndex = index;\r\n }\r\n        \r\n\r\n\r\n        \r\n      });\r\n      \r\n\r\n\r\n        allLinks.forEach((link, i) => {\r\n            if(i === selectedHeaderIndex){\r\n              link.classList.remove(\"pre-active\");  \r\n              link.classList.add(\"active\");\r\n            }\r\n            if(i < selectedHeaderIndex){\r\n              link.classList.add(\"pre-active\"); \r\n               link.classList.remove(\"active\");\r\n            }\r\n             if(i > selectedHeaderIndex){\r\n            link.classList.remove(\"pre-active\");\r\n            link.classList.remove(\"active\");\r\n            }\r\n            \r\n            \r\n            \r\n        });\r\n        \r\n\r\n\r\n  };\r\n\r\n  const loadAllImages = () => {\r\n    const images = document.getElementsByTagName(\"img\");\r\n\r\n    for (let i = 0; i < images.length; i++) {\r\n      const img = images[i];\r\n      const src = img.getAttribute(\"data-src\") || img.src;\r\n      img.src = src;\r\n    }\r\n  };\r\n\r\n  loadAllImages();\r\n  \r\n  \r\n  \r\n\r\n\r\n  document.addEventListener(\"DOMContentLoaded\", () => {\r\n      \r\n      \r\n     setTimeout(()=>{\r\n           createList();\r\n    setContainerHeight();\r\n  \r\n    \r\n    document.addEventListener(\"scroll\", (event) => {\r\n  if (!ticking) {\r\n    checkScroll();\r\n  }\r\n});\r\n    \r\n    \r\n},300) \r\n\r\n    \r\n  });\r\n\r\n\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>\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-69d05f1 e-flex e-con-boxed e-con e-parent\" data-id=\"69d05f1\" 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-afc38f0 elementor-widget elementor-widget-shortcode\" data-id=\"afc38f0\" 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=\"\/fr\/wp-json\/wp\/v2\/posts\/181540#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\" \/><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#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-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-template p{\n       \n    font-size: 16px;\n    line-height: 20px;  \n    margin-bottom: 30px;\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  #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}\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            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Slow release cycles, scaling headaches, and a rigid architecture make it harder to keep up. 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