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As a trusted technology partner with 93% recurring clients, we deliver custom face recognition software development services to empower businesses globally with rock-solid, scalable, and cost-efficient biometric AI solutions.

15+

facial recognition projects

40+

Inżynierowie AI i ML

7+

years in biometrics

As a trusted technology partner with 93% recurring clients, we deliver custom face recognition software development services to empower businesses globally with rock-solid, scalable, and cost-efficient biometric AI solutions.

15+

facial recognition projects

40+

Inżynierowie AI i ML

7+

years in biometrics

Biometric identity challenges we solve

  • Unauthorized access and identity fraud

Our team blocks spoofing via masks, photos, and deepfakes using liveness detection to protect your business from severe financial losses caused by corporate account takeovers.

  • Slow manual identity verification

Our custom solutions reduce customer drop-offs caused by lengthy KYC workflows and help instantly verify user identities to accelerate onboarding and boost conversion rates.

  • Inefficient access control systems

Our engineers clear facility bottlenecks by augmenting or replacing your existing magnetic card readers and PIN-based entry with instantaneous, frictionless biometric scanning.

  • Fragmented biometric infrastructure

We seamlessly integrate advanced AI models and deep learning pipelines directly into your old-hat CCTV camera networks for a smooth system upgrade with minimal operational disruption.

  • Compliance and privacy risks

Our system architects implement rigorous encryption algorithms and vector hashing to help you meet complex regulatory requirements, including GDPR, HIPAA, and other regional or industry-specific compliance obligations.

  • Limited visibility into user behavior

We deploy advanced Re-ID models to accurately track individual movement paths, which gives you complete visibility into customer behavior patterns and attendance in real time.

Our face recognition software development services

  • Core system development
  • Face detection and tracking
  • Face identification systems
  • Face authentication solutions
  • Facial emotion recognition
  • AI-driven face analytics
  • Algorithm integration into existing systems
  • Facial recognition system migration
  • Multi-factor authentication integration
  • Database architecture and management
  • Privacy-first system design

Core system development

We architect end-to-end processing pipelines on highly available AWS infrastructure that combines liveness detection and 3D depth-mapping technology, so that enterprises can guarantee rock-solid security against fraud.

Core system development

Face detection and tracking

Our software uses detection models in real time to locate faces in low-resolution CCTV video feeds, combined with re-identification (Re-ID) algorithms that track individuals across multiple camera zones.

Face detection and tracking

Face identification systems

We create 1:N identification systems utilizing ArcFace embeddings in order to match faces against databases of millions of records, tuned for high throughput and a false acceptance rate below 0.01%.

Face identification systems

Face authentication solutions

Our experts build secure 1:1 biometric authentication systems with passive liveness detection that excludes any form of printed photos, 3D masks, and deepfake replays, delivering passwordless access control for enterprise environments.

Face authentication solutions

Facial emotion recognition

We implement emotion analysis using visual transformers to detect facial expressions in real time, so you can access data about your customers' behavior, track the sentiment of your retail store, and determine the level of engagement.

Facial emotion recognition

AI-driven face analytics

Our specialists design batch-processing analytics modules with real-time dashboards for decision-makers that scan video archives for behavioral patterns, anomaly flags, and attendance trends.

AI-driven face analytics

Algorithm integration into existing systems

We incorporate highly optimized PyTorch and ONNX deep learning models into existing legacy surveillance setups and enterprise software with full performance validation after deployment.

Algorithm integration

Facial recognition system migration

We modernize old-hat biometric infrastructures by directly moving old data into secure, cloud-based AI pipelines on AWS EKS, while also preserving historical identity data and full operational continuity.

System migration

Multi-factor authentication integration

We combine facial biometrics with one-time-password (OTP) codes, smart cards, and behavioral biometrics to build layered identity verification pipelines that meet zero-trust security requirements across enterprise environments.

MFA integration

Database architecture and management

Our data experts design and optimize high-throughput vector databases for facial embedding storage, with AES-256 encryption, indexed nearest-neighbor search, and auto-scaling for millions of identity records.

Database architecture

Privacy-first system design

We implement a match-on-device architecture, AES-256 data encryption, consent management APIs, irreversible facial hashing, and anonymization pipelines to make sure that biometric systems are compliant with all of the privacy requirements of GDPR, HIPAA, and CCPA.

Privacy-first design
Core system development

We architect end-to-end processing pipelines on highly available AWS infrastructure that combines liveness detection and 3D depth-mapping technology, so that enterprises can guarantee rock-solid security against fraud.

Core system development
Face detection and tracking

Our software uses detection models in real time to locate faces in low-resolution CCTV video feeds, combined with re-identification (Re-ID) algorithms that track individuals across multiple camera zones.

Face detection and tracking
Face identification systems

We create 1:N identification systems utilizing ArcFace embeddings in order to match faces against databases of millions of records, tuned for high throughput and a false acceptance rate below 0.01%.

Face identification systems
Face authentication solutions

Our experts build secure 1:1 biometric authentication systems with passive liveness detection that excludes any form of printed photos, 3D masks, and deepfake replays, delivering passwordless access control for enterprise environments.

Face authentication solutions
Facial emotion recognition

We implement emotion analysis using visual transformers to detect facial expressions in real time, so you can access data about your customers' behavior, track the sentiment of your retail store, and determine the level of engagement.

Facial emotion recognition
AI-driven face analytics

Our specialists design batch-processing analytics modules with real-time dashboards for decision-makers that scan video archives for behavioral patterns, anomaly flags, and attendance trends.

AI-driven face analytics
Algorithm integration into existing systems

We incorporate highly optimized PyTorch and ONNX deep learning models into existing legacy surveillance setups and enterprise software with full performance validation after deployment.

Algorithm integration
Facial recognition system migration

We modernize old-hat biometric infrastructures by directly moving old data into secure, cloud-based AI pipelines on AWS EKS, while also preserving historical identity data and full operational continuity.

System migration
Multi-factor authentication integration

We combine facial biometrics with one-time-password (OTP) codes, smart cards, and behavioral biometrics to build layered identity verification pipelines that meet zero-trust security requirements across enterprise environments.

MFA integration
Database architecture and management

Our data experts design and optimize high-throughput vector databases for facial embedding storage, with AES-256 encryption, indexed nearest-neighbor search, and auto-scaling for millions of identity records.

Database architecture
Privacy-first system design

We implement a match-on-device architecture, AES-256 data encryption, consent management APIs, irreversible facial hashing, and anonymization pipelines to make sure that biometric systems are compliant with all of the privacy requirements of GDPR, HIPAA, and CCPA.

Privacy-first design

Unauthorized access costs more than the system that stops it.

Technology stack and AI models we use

Detection and tracking models
  • Konwolucyjna sieć neuronowa
  • Haar Cascades
  • YOLO
  • Single-Shot Detector
  • Multi-task CNN
  • Region-based CNN
Identification and embedding models
  • FaceNet
  • ArcFace
  • Deep CNN architectures
  • OpenFace
Authentication frameworks
  • Biometric authentication pipelines
  • Secure tokenization systems
  • Microsoft Azure Face API integrations
Emotion and demographic analysis
  • Visual Transformers
  • ResNet-50
  • VOLO
  • MiVOLO
  • Custom CNN architectures
Infrastructure and deployment
  • Python
  • .NET 6
  • C#
  • TensorFlow
  • PyTorch
  • ONNX
  • Kubernetes
  • Docker
  • Interfejsy API REST
  • Architektura mikroserwisów
Chmura
  • AWS (Kinesis Video Streaming, EC2, EKS, ECR, S3, Glue)
AI and machine learning
  • PyTorch
  • MediaPipe

System architecture and deployment options

Edge-based deployment Ikona

We have our CNN inference models deployed directly on edge cameras and GPUs, which allows for immediate image verification with no network latency in air-gapped or secure locations.

Cloud-based deployment Ikona

We deploy our recognition pipeline on AWS EC2 and EKS clusters that allow for the processing of thousands of concurrent video streams with auto-scaling and 99.9% uptime.

Hybrid architecture Ikona

We run lightweight face detection on the edge nodes to allow for faster processing while offloading the ArcFace embedding matching to the cloud GPU in order to balance speed and costs associated with multi-site deployments.

API-first integration Ikona

We make the recognition of a person available through REST and gRPC APIs, your team can add facial identification to any application without having to re-architect existing systems.

SDK development Ikona

We create SDKs for both iOS and Android with built-in biometric login via FaceID, along with custom extraction of facial embeddings, so end users can authenticate securely while offline.

Scalable microservices Ikona

We architect fault-tolerant microservices using AWS Kinesis & Kubernetes that can handle burst traffic from dozens of live cameras with no delay or degradation of services.

Identity fraud hits your bottom line daily?

Stop it with a custom face recognition software development company.

Security, compliance, and ethical AI

GDPR & CCPA compliance Ikona
Biometric encryption Ikona
Match-on-device processing Ikona
Consent management APIs Ikona
RBAC integration Ikona
Regularne audyty bezpieczeństwa Ikona
AI bias mitigation Ikona
Dataset governance Ikona
Risk management frameworks Ikona

Obsługiwane przez nas branże i sektory

  • Ecommerce
  • Blockchain i web3
  • FinTech
  • Opieka zdrowotna
  • Edukacja
  • Produkcja
  • Retail
  • Hazard
  • Turystyka
  • Usługi gastronomiczne
  • Bezpieczeństwo

Retail

We build real-time shopper recognition systems that identify VIP customers and flag suspicious activity, even in a somewhat dark area or when moving quickly, with 85-90% face recognition accuracy in live retail environments.

  • Real-time shoplifter alerts
  • VIP customer identification
  • In-store behavior analytics
Pulpit finansowy oparty na AI nakłada się na panoramę miasta, podkreślając analizy w czasie rzeczywistym dla inteligentniejszych inwestycji

Finanse i bankowość

We're speeding up the eKYC onboarding process from hours to seconds, thanks to 1:1 biometric verification and anti-spoofing tech, while protecting ATM and mobile banking access with liveness detection against fraudulent authentication attempts.

  • Automated KYC onboarding
  • Anti-spoofing protection
  • Secure ATM authentication
Inteligentne platformy e-commerce personalizują zakupy i zabezpieczają płatności, tworząc płynne doświadczenia zakupowe online

Opieka zdrowotna

We build HIPAA-compliant patient identification systems that allow easier and quicker patient check-in at hospitals and clinics, manage access to medication being dispensed, and verify medical personnel in sensitive facility zones.

  • Patient identity verification
  • Touchless ward access
  • Medical staff authentication
Pracownicy służby zdrowia przeglądający wyniki neurologicznego rezonansu magnetycznego na konfiguracji wieloekranowej

Manufacturing & industrial

We replace or augment badge and PIN-based entry with face-based access control at factory gates and restricted zones, so you can keep track of attendance and stop people from going where they shouldn’t be, like hazardous areas.

  • Restricted area access control
  • Workforce attendance tracking
  • Hands-free facility entry
Inteligentna produkcja oparta na automatyzacji i robotyce w celu zwiększenia wydajności

Logistyka i transport

We build systems that verify drivers/workers/vehicle operators' identities via biometric ID checks at both depots and checkpoint locations, which reduces cargo thefts and automates boarding for passengers.

  • Driver identity checks
  • Passenger boarding automation
  • Fleet access control
Inteligentny łańcuch dostaw oparty na automatyzacji, analityce i widoczności w czasie rzeczywistym

Get your facial recognition project done at your pace

Discovery & feasibility assessment We comprehensively audit your existing CCTV infrastructure and assess camera angles, lighting conditions, frame rates, and core business goals.
Data preparation & model training We apply MediaPipe to accurately align eye pupil centers, clean raw video frames, and train neural networks.
Projekt architektury systemu We design a fault-tolerant distributed AWS infrastructure with an API security layer and AES256 encryption standard, as well as specifications for latency performance.
Integration & development We build detection, preprocessing, and recognition modules, then connect them to existing CCTV networks and enterprise systems through documented REST or gRPC APIs.
Testowanie i walidacja We run functional, stress, and edge-case tests on real video feeds with motion blur, poor lighting, and partial face occlusions to determine how well it performs in real-world situations.
Deployment & optimization We deploy the biometric solution with minimal downtime and configure inference pipelines to achieve sub‐200ms latency on GPU-optimized AWS EC2 instances.
Stały serwis We provide continued model retraining, security updates, and 24/7 monitoring to ensure we meet 99.9% uptime and operate consistently with a recognition accuracy of 85-90%.

Fix slow KYC with custom face recognition software development services.

The core benefits of custom facial recognition software development services

01

Stronger security against fraud

Advanced liveness detection and 3D depth mapping provide reliable hardware-level protection from presentation attacks, including silicone masks, printed photos, and deepfake videos, therefore providing a reduction of security incidents by 25-50%.
02

Faster verification, better conversions

03

Accuracy that holds in real conditions

04

Automated ID checks at scale

01 /04
Stronger security against fraud

Advanced liveness detection and 3D depth mapping provide reliable hardware-level protection from presentation attacks, including silicone masks, printed photos, and deepfake videos, therefore providing a reduction of security incidents by 25-50%.

Logo Hays. Logo Spar. Logo Tietoevry. Logo BS2. Logo nauki cyfrowej. Logo CBQK.QA. Logo Topcon. Logo NTT Data. Logo Familux Resorts. Logo LAPRAAC.
Logo Hays. Logo Spar. Logo Tietoevry. Logo BS2. Logo nauki cyfrowej. Logo CBQK.QA. Logo Topcon. Logo NTT Data. Logo Familux Resorts. Logo LAPRAAC.
Logo Hays. Logo Spar. Logo Tietoevry. Logo BS2. Logo nauki cyfrowej. Logo CBQK.QA.
Logo Hays. Logo Spar. Logo Tietoevry. Logo BS2. Logo nauki cyfrowej. Logo CBQK.QA.
Logo Topcon. Logo NTT Data. Logo Familux Resorts. Logo LAPRAAC.
Logo Topcon. Logo NTT Data. Logo Familux Resorts. Logo LAPRAAC.

Choose Innowise as your custom face recognition software development company

  • AI & computer vision expertise

We have a staff of more than 100 technology consultants and ML experts, who are AWS certified, with extensive experience creating and deploying production-grade machine learning models that leverage deep learning and real-time computer vision.

  • Proven biometric deployments

We have successfully delivered over 15 biometric AI projects, and we maintain global development centres with flexible hours of operation in order to meet client deadlines.

  • Cross-industry track record

Our expertise spans the breadth of industries such as retail, finance, healthcare, logistics, and many more, and our domain knowledge ensures seamless biometric integrations across all those sectors.

  • Security-first architecture

All systems we create meet HIPAA, GDPR, and CCPA compliance, and are backed by ISO-certified security practices, AWS-certified architects, and regular third-party security audit cycles.

  • Top-tier engineering talent

We hire only the top 5% of engineers, and 85% of our specialists are at the middle or senior levels of expertise, so your project gets people who have previously solved these types of challenges in development.

  • Transparent collaboration model

We will work closely with you, integrating into your current processes, tools, and sprint cycles with complete visibility and no surprises, so everything that you see is related to the scope of the project and will be built, tested, and delivered according to the project deadline.

Opinie naszych klientów

Wszystkie referencje (51)
Johannes Schweifer Dyrektor Generalny CoreLedger AG
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Innowise stworzyło niesamowitą aplikację od zera w niezwykle krótkim czasie, bo w zaledwie 3 tygodnie. Ich doświadczenie i głęboka wiedza w tej dziedzinie sprawiają, że są oni cennymi partnerami.

  • Branża Usługi IT
  • Wielkość zespołu 6 specjalistów
  • Czas trwania projektu 17+ miesięcy
  • Usługi Tworzenie aplikacji mobilnej
Benjamin Reif Założyciel i Dyrektor Generalny Sawayo
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"Innowise zawsze znajdowało wydajne rozwiązanie w odpowiedzi na każde napotkane wyzwanie. Ich wiedza i zaplecze technologiczne okazały się bardzo pomocne i proste w użyciu. Wykazali się niezwykłą determinacją i chęcią do rozwiązywania problemów".

  • Branża Oprogramowanie
  • Wielkość zespołu 9 specjalistów
  • Czas trwania projektu 24 miesiące
  • Usługi Stworzenie dedykowanego oprogramowania, staff augmentation
Alice Bodnar Dyrektor ds. operacyjnych Atlas Guides
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Innowise spełniło nasze wszelkie oczekiwania. Ich zespół był wydajny, szybki i dostarczał wszystkie rzeczy na czas. Ich klienci powinni spodziewać się doświadczonego zespołu, który zapewnia szeroki wachlarz usług biznesowych.

  • Branża Oprogramowanie
  • Wielkość zespołu 8 specjalistów
  • Czas trwania projektu Ponad 24 miesiące
  • Usługi Tworzenie aplikacji mobilnej

Wszystkie referencje

Dowiedz się bezpośrednio od naszych klientów o ich doświadczeniach i wynikach, które wspólnie osiągnęliśmy.

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FAQ

Pricing depends on the complexity of liveness detection algorithms and your chosen cloud or edge infrastructure. An accurate estimate will be provided at no cost after an initial investigation of your CCTV systems and business requirements.

Typically, deploying a new model will take between 2-4 months. But you'll probably find that there is also some additional time required for batch processing pipeline configuration, as well as older systems integrations.

Yes, we use specialized CNN architectures (with extensive training on a variety of different complex datasets) to achieve stable detection in low-light situations, in shadows, and at night.

To avoid data leaks, we use a match-on-device approach and an irreversible method of hashing facial imagery. For compliance with GDPR and HIPAA, every face image is encrypted.

Yes, we can make custom APIs in REST/GPRC formats to integrate our biometric algorithms seamlessly into your current ecosystem without disrupting your daily operations.

On average, we provide more than 95% accurate real-time video (using high-quality inputs) with less than 200 ms of delay. Even if the video is taken in bad lighting or from unusual perspectives, our models will still deliver an exceptionally good recognition rate between 85-90%.

There are global data privacy laws that require both: (a) a user’s explicit consent to collect and process their personal data, and (b) transparency in how personal data has been collected, processed, and shared. We incorporate a “privacy by design” approach directly into your systems and applications.

Our vector database architecture allows for horizontal scaling for millions of face embeddings without degrading accuracy. We leverage indexed nearest neighbor search and AWS auto-scaling to ensure 1:N matches are performed quickly as the identity database grows.

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