Extract Intelligence from
Images, Video & Documents
Azure AI Vision delivers state-of-the-art computer vision — image analysis, OCR, custom object detection, video indexing, and spatial analytics — via simple REST APIs. SchwettmannTech implements Vision AI for Indian manufacturers (defect detection), retailers (shelf analytics), logistics providers (document scanning), BFSI firms (KYC automation), and healthcare providers (medical image analysis).
Azure AI Vision Service Capabilities
Our certified Azure AI engineers implement the full Vision AI portfolio — from real-time defect detection on factory floors to automated KYC for BFSI digital onboarding.
Complete Capability Coverage
Our certified team covers every facet of this service — from strategy and implementation to managed operations and continuous optimisation.
Factory Vision AI on Azure IoT Edge
Deploy Custom Vision defect detection models on Azure IoT Edge devices directly on the production line — zero cloud latency, real-time decisions at the machine, offline resilience. Detected defects trigger automated reject mechanisms and quality alerts.
- Azure IoT Edge Deployment
- Real-time <10ms Inference
- Offline Resilience
- Automated Reject Trigger
Multilingual Indian Document OCR
Azure Read API handles the full range of Indian language scripts — Devanagari, Tamil, Telugu, Kannada, Gujarati, Bengali — with layout analysis that preserves table structure, paragraph boundaries, and form field relationships for accurate data extraction.
- Hindi Devanagari OCR
- Tamil & Telugu Script
- Table Structure Preservation
- Form Field Extraction
KYC Automation India
End-to-end digital KYC: document extraction (Aadhaar, PAN), face match to document photo, liveness detection, and direct push to D365 CRM — reducing customer onboarding from 3 days to 15 minutes while maintaining RBI compliance.
Shelf & Footfall Analytics
Real-time shelf occupancy monitoring detects out-of-stock situations within minutes. Spatial analysis tracks footfall heat maps, queue lengths, and dwell times — all without storing video footage, complying with India's privacy requirements.
Video Intelligence at Scale
Azure Video Indexer processes hours of content in minutes — transcribing, tagging, and making video searchable. Training video libraries, recorded meetings, security footage, and broadcast archives all become structured, queryable data assets.
Privacy-First Vision Design
Azure AI Vision processes images and video frames within your Azure tenant — video streams are analysed in real-time with only metadata (counts, coordinates, events) stored. No raw biometric data stored without consent. DPDP Act 2023 and India's IT Rules 2021 compliant by design.
Vision at Millisecond Scale
Image Analysis 4.0 API responds in 3–15ms, enabling real-time production line inspection at 60+ frames per second on Azure IoT Edge. Cloud Vision API handles 1,000+ https://schwettmanntech.com/wp-content/themes/schwettmanntech_wp/assets/images/second with auto-scaling — no capacity planning required.
Our Azure AI Vision Delivery Framework
A structured 3–5 week delivery process — from requirements and data labelling to production deployment and monitoring.
Azure AI Vision for Indian Industries
Computer vision deployed for India-specific use cases — from multilingual OCR to manufacturing defect detection and BFSI KYC compliance.
SchwettmannTech has trained Custom Vision models on Indian manufacturing defect datasets, Indian language document layouts (GST invoices, Aadhaar cards, PAN cards), and Indian retail shelf planogram formats. Our OCR configurations handle the Unicode complexity of Devanagari and Dravidian scripts with layout preservation. KYC automation meets RBI Master Direction on Digital KYC 2021 and UIDAI Aadhaar authentication framework requirements.
Proven Results: Azure AI Vision Results
Outcomes from SchwettmannTech's Azure AI Vision deployments across Indian enterprises.
What Our Clients Say
"SchwettmannTech deployed Azure Custom Vision for PCB defect detection on our SMT line. The model detects solder bridges, missing components, and tombstoning at 99.1% accuracy running on Azure IoT Edge — decisions in under 10ms without cloud round-trip. Defect escape rate dropped from 0.8% to 0.04% in three months. The ROI paid for itself in prevented warranty claims within 6 months."
"We process 12,000 KYC applications a day across our NBFC branches. Azure AI Vision's Aadhaar and PAN extraction — combined with liveness detection — reduced our KYC processing time from 3 days to 18 minutes per customer. RBI compliance is built in: all processing happens within our Azure tenant, audit logs are preserved, and no biometric data is stored beyond the verification session."
"Our 8-store retail chain deployed Azure Spatial Analysis for footfall analytics and shelf monitoring. Within 30 days we identified 3 store layouts causing customer flow bottlenecks, and out-of-stock alerts now fire within 8 minutes of a gap appearing on shelf. Revenue per square foot improved 14% across monitored stores in the first quarter."
Common Azure AI Vision Questions
Have a specific computer vision use case? Our Azure AI engineers can assess feasibility and data requirements in a free 30-minute scoping call.
Talk to a Vision AI EngineerDeploy Vision AI on Your Factory Floor or BFSI Platform
Book a free Azure AI Vision Feasibility Assessment. We'll evaluate your image data, demonstrate a working prototype on your samples, and deliver an implementation roadmap — no commitment required.