Human inspectors miss micro-defects
Surface cracks, scratches, and dimensional deviations below 200 microns are invisible to the naked eye especially at line speeds above 600 ppm.
38%
of defects escape final inspection
AI Quality Inspection · Automotive India
End Human Error in Automotive Quality Inspection
Scanflow's AI visual inspection platform detects surface defects, verifies assembly, and syncs with your ERP in real time, on the shop floor. Built for India's automotive OEMs and Tier-1 suppliers.
Real Metrics & Expectations
99.5%
Defect detection accuracy
60%
Reduction in quality cost
<50ms
Inference latency
SAP
ERP native integration
Trusted by automotive manufacturers across India
The Industry Problem
Manual QC is Breaking Automotive Production Lines
India's automotive sector loses thousands of crores annually to defect escapes, recalls, and rework caused by inconsistent manual inspection that no spreadsheet or checklist can reliably fix.
Recall cost is 100× the part value
A single defective engine component reaching the field triggers recalls costing 100× more than the part plus permanent brand damage.
₹42L+
average cost per recall incident in India
No traceability to ERP
Paper-based or siloed QC systems mean defect data never reaches SAP or Oracle ERP making root cause analysis impossible and audits painful.
74%
of QC records never reach ERP systems
Inspector fatigue degrades consistency
Shift changeovers, fatigue, and lighting variation cause inspection accuracy to drop up to 40% after 4 hours with no audit trail.
40%
drop in inspector accuracy over a shift
Scanflow Capabilities
AI-Powered Quality Inspection Built for Automotive
From surface defect detection to ERP-synced traceability Scanflow replaces guesswork with precision AI at every quality gate, on every line, in every shift.
AI Visual Inspection
360° Surface Defect Detection
Detect scratches, cracks, rust, dents, and dimensional deviations on gears, pawls, camshafts, stampings, and castings down to 50 microns at full production speed.
Computer Vision QC
Assembly Verification & Poka-Yoke
Verify correct component placement, torque sequence, and part presence in real time. Trigger Andon alerts before defective assemblies leave the station.
Mobile QC App India
Mobile Handheld Inspection
Operators on the shop floor use industrial Android/iOS devices with the Scanflow SDK for instant barcode scan, OCR label verification, and image-based QC even offline.
ERP Quality Automation
SAP / Oracle ERP Integration
Every inspection result automatically updates your ERP production orders, quality notifications, material movements, and audit trails with zero manual entry via REST APIs.
Quality Analytics Dashboard
Real-Time QC Dashboard
Live KPI dashboards show defect rates by shift, line, part number, and supplier. Track First Pass Yield, DPPM, and warranty trends from a single web interface.
Machine Vision Inspection
Industrial Camera + GPU Inference
GigE/10GigE cameras connected to NVIDIA RTX 4090/5090-powered inference servers deliver sub-50ms AI analysis per frame inline, at production speed.
How It Works
Three Deployment Architectures.
One Unified Platform.
Scanflow adapts to your shopfloor infrastructure whether you need mobile-first handheld QC, fixed inline camera inspection, or a full ERP connected AI workflow automation suite.
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01
Capture on Industrial Handheld Device
Operators use industrial Android or iOS devices with autofocus cameras and the Scanflow SDK to scan barcodes, read labels, and capture product images directly from the production line — with offline support for unstable network environments.
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02
Local Preprocessing & Validation
The mobile app performs on-device image preprocessing, OCR extraction, barcode decoding, and business-rule validation for fast response times, then stores results in encrypted local storage before secure transmission.
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03
AI Inference on Middleware Server
Captured data and images are transmitted to the middleware inference server powered by NVIDIA RTX GPU hardware. The server executes real-time AI analysis, defect classification, and structured data extraction.
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04
Automatic ERP Sync
Inspection results are communicated to SAP, Oracle ERP, or Microsoft Dynamics via REST APIs within the protected enterprise intranet — triggering automatic transaction processing, traceability updates, and audit logging.
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05
Live Dashboards & Acknowledgements
Operational status, KPI dashboards, analytics, and quality reports are transmitted back to mobile devices and enterprise dashboards — creating a fully connected, real-time quality ecosystem.
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01
Industrial GigE Camera Capture
High-resolution GigE/10GigE industrial cameras with appropriate industrial lighting capture product, label, barcode, or inspection area images in real time directly on the production line.
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02
GPU-Accelerated Inference Server
The application and inference server — powered by NVIDIA RTX hardware, ECC RAM, and NVMe SSD — performs image preprocessing, OCR extraction, AI defect detection, and structured result generation.
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03
ERP Traceability Update
Results are communicated to SAP or Oracle ERP via HTTPS/TLS encrypted REST APIs — updating transactional records, traceability logs, and audit data in PostgreSQL enterprise databases.
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04
Web Dashboard & Analytics
A centralized web dashboard hosted on enterprise servers provides real-time monitoring, analytics, KPI visualization, and reporting to plant managers and quality teams via secure intranet or browser access.
Mobile Edge Layer
Industrial Android/iOS devices running the Scanflow SDK capture images, barcodes, and label data. On-device preprocessing ensures offline operation and fast local validation.
- High-resolution autofocus cameras
- Scanflow SDK: OCR + barcode decode
- Encrypted local storage + offline sync
- HTTPS/TLS 1.2+ secure transmission
- Enterprise Wi-Fi / intranet connectivity
AI Inference Middleware
Enterprise-grade application servers with NVIDIA GPU hardware execute real-time AI inference, intelligent analysis, and structured data extraction at production speeds.
- NVIDIA RTX 4090 / 5080 / 5090 GPUs
- Intel Xeon / AMD EPYC processors
- Real-time defect classification AI
- Multi-model inference pipeline
- REST API with <50ms response time
ERP & Analytics Layer
Seamless integration with SAP, Oracle ERP, and Microsoft Dynamics via enterprise connectors. Full traceability, audit logging, and KPI analytics for plant leadership.
- SAP / Oracle ERP / MS Dynamics
- Automatic transaction processing
- Full audit trail in PostgreSQL
- Real-time KPI dashboards
- Protected intranet / VPN deployment
What We Detect
Every Defect Type Automotive Manufacturers Face in India
Scanflow's AI models are trained on Indian automotive components and local manufacturing conditions not generic Western datasets.
Surface Defect Detection
AI computer vision detects cracks, scratches, corrosion, pitting, dents, and surface anomalies on cast components, stampings, gears, camshafts, and engine parts down to 50 microns at full production line speed.
Detection accuracy
99.5%
Numbers That Move Plant Leadership
Across automotive OEM and Tier-1 deployments in India, Scanflow consistently delivers measurable quality and cost outcomes.
99.5%
Defect detection accuracy across surface, assembly, and label inspection
60%
Reduction in cost of poor quality within 12 months of deployment
0
Line-stop incidents due to Scanflow AI inspection failures
8–14mo
Typical ROI payback period at Tier-1 automotive suppliers
After deploying Scanflow on our crankshaft inspection line, we eliminated escape defects entirely in the first quarter. The SAP integration meant our quality engineers stopped doing data entry and started doing actual root cause analysis.
Tier-1 Powertrain Components Manufacturer, Pune
See Scanflow On Your
Automotive Line
Book A Free 30-Minute Demo With Our Automotive QC Specialists. We'll Show You Live Defect Detection On Parts Similar To Yours.
