AI / ML & Computer Vision
CT Garud CT Flow Builder CT OCR / OCV CT Mikha Anomaly Detection BCFHS Vision Measurement Process Check EOL Inspection All vision →
IoT & Smart Factory
Production-Line Tracking EHS / Safety Tracker OEE & Condition Monitoring Digital Dashboards (DMS) NCMS CPAS All IoT →
Safety AI — Enterprise Monitoring Engineering & Machine Building OMR — Exam & Form Scanning Vaarnaap — Weight Management System Our Work Case Studies About Careers Contact Get Free Assessment →
Book Free Assessment

🛒 / Industry

AI Vision & IoT for FMCG & Packaging

High-speed packaging inspection and code verification for FMCG — labels, batch codes, fill, and count checked at full line speed with inline rejection.

Where We Help

  • 650 ppm pack vision inspection
  • Batch code & expiry OCR
  • Biscuit cream uniformity AI
  • Seal & fill-level verification
FMCG & Packaging

/ Recommended

Solutions for FMCG & Packaging

OCR / OCV
CT OCR / OCV
Retrainable OCR for batch codes, expiry dates, CIJ, laser & emboss prints at up to 400 PPM.
Explore →
High Speed
BCFHS
High-speed batch code & print verification on FMCG lines at 1000+ PPM. Inkjet, laser, foil, emboss.
Explore →
Packaging
EOL Inspection
End-of-line packaging inspection — seal, fill level, label, and count verification.
Explore →
Connected Production
Production-Line Tracking
Real-time production counts, line status, and throughput across every station — on one live dashboard.
Explore →

/ Our Work

Deployed in FMCG & Packaging

Bottle Counting in Crates
Vision FMCG
Bottle Counting in Crates
Counts bottle caps inside crates and boxes automatically, ensuring the correct bottle count before packaging or distribution — short crates rejected instantly.
100% crates verified Case study →
Bundle / Overwrap Count Verification
Vision FMCG
Bundle / Overwrap Count Verification
Counts bottles or products inside each overwrapped bundle — short packs rejected immediately before dispatch.
0 short bundles out Case study →
Extreme Counting — Dense Small Objects
Vision FMCG
Extreme Counting — Dense Small Objects
Counts thousands of small, densely-packed objects in a single image — for packaging and inventory verification where manual counting is impossible.
1000s per image Case study →
Soap Scratch & Dent Inspection
Vision FMCG
Soap Scratch & Dent Inspection
Detects scratches, dents, cracks, and shape deformities on soap bars in real time — classifying defect types so only well-finished bars move forward.
Real-time surface grading Case study →
Special Character OCR / OCV
Vision FMCG
Special Character OCR / OCV
Detects and verifies special characters — currency signs and symbols — with IP67 industrial cameras at high line speed.
IP67 high-speed rig Case study →
Batch Code & Expiry Verification
Vision Packaging
Batch Code & Expiry Verification
Reads and verifies printed batch codes, expiry, and manufacturing dates against master data — plus print clarity and barcode quality checks.
100% codes verified Case study →
All FMCG & Packaging applications →

/ Case Studies

Real Results in FMCG & Packaging

VisionFMCG
High-Speed Batch Code & Expiry OCR on an FMCG Line
CT OCR verified batch codes and expiry dates at line speed, eliminating mis-printed and unreadable codes before dispatch with inline rejection.
400 PPM verified at line speed Full story →

/ Get Started

Inspecting Something in FMCG & Packaging?

Send us your part and inspection problem. We'll run a free POC and show measured results — no commitment.

Book Free Assessment → See Case Studies