Food Packaging AI Visual Inspection — FSSAI-Compliant
AI visual inspection for Indian food and beverage packaging — label print quality, fill-level verification, seal integrity, and foreign-object detection. FSSAI-compliant retention policies and audit trails built into every deployment.
Trusted by 100+ organisations across 6 countries
98-99%
Detection Accuracy
FSSAI
Compliant Retention
<100ms
Inference Latency
ap-south-1
Mumbai Hosted
What's Included
Label Print Quality
Computer-vision verification of label print quality, alignment, expiry-date legibility, batch-number printing, and counterfeit-marker presence on bottles, jars, and pouches.
Fill-Level Verification
Per-unit fill-level inspection for bottles, jars, sachets, and pouches — catches under-fills and over-fills before product leaves the line.
Seal Integrity
Heat-seal, induction-seal, and vacuum-seal integrity inspection — catches seal voids, contamination under seal, and seal-burst risk indicators.
Foreign-Object Detection
Camera-based foreign-object detection complementing X-ray and metal-detection systems; catches non-metallic contaminants (plastic, glass shards, paper).
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- Certified cloud engineers
For us at SAVR, trust, security, and scalability are fundamental to delivering a modern investment platform that challenges traditional fund pricing. When selecting a partner, we needed deep cloud expertise, a proactive security mindset, and a team we could rely on as we scaled. Opsio has been a trusted partner for our mission-critical infrastructure, supporting our journey with strong technical capabilities. Our collaboration gives us confidence that our platform remains resilient and secure, as we grow from here.
Daniel Aarenstrup
CEO · SAVR
Food Packaging AI for India's F&B Producers
Indian food and beverage manufacturers face FSSAI audit requirements alongside customer-side audit pressure from retail giants. Manual packaging-line inspection can't deliver the consistency required at production volume. Opsio's food packaging AI visual inspection replaces inspector fatigue with consistent computer-vision verification — with FSSAI-compliant retention and HACCP-aware controls built in. Common deployment surfaces include label print quality and alignment, fill-level verification (bottles, jars, pouches), seal integrity (heat seals, induction seals, vacuum seals), foreign-object detection (especially in bulk-fill operations), and tamper-evident-feature checks.
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Why Choose Opsio for Cloud Services
FSSAI-aligned retention
Image and audit-trail retention policies aligned with FSSAI requirements at design time.
HACCP-aware controls
Inspection-system controls integrated with the customer's HACCP plan and CCP monitoring.
ap-south-1 Mumbai hosted
DPDPA-compliant retention; image archives stay in Indian cloud regions.
Batch genealogy integration
Defect events tied to batch IDs through existing MES; full traceability for product recalls.
Not sure yet? Start with a pilot.
Begin with a focused 2-week assessment. See real results before committing to a full engagement. If you proceed, the pilot cost is credited toward your project.
Our 4-Phase Delivery Process
Line Assessment
Two-week assessment of packaging lines, existing QC, and FSSAI / customer audit requirements.
Pilot Deployment (8 weeks)
Image annotation, model training, edge deployment, MES integration, shadow-mode validation.
Production Rollout
Active-mode deployment with FSSAI documentation pack and operator training.
Multi-Line Scale-Up
Reusable model + integration to additional packaging lines and product variants.
Key Takeaways
- Label Print Quality
- Fill-Level Verification
- Seal Integrity
- Foreign-Object Detection
Industries Served by Opsio
Beverages
Bottle, can, and pouch filling lines for soft drinks, juices, dairy beverages.
Packaged Snacks
Pouch and box packaging for snacks, namkeen, biscuits.
Dairy & Frozen
Carton, pouch, and cup packaging for dairy and frozen products.
Ready Meals & Frozen
Tray and pouch packaging for ready-meal manufacturers.
Food Packaging AI Visual Inspection — FSSAI-Compliant — FAQ
How does this complement X-ray and metal-detection systems?
X-ray and metal detection catch metallic and dense-material contaminants. Camera-based AI vision catches non-metallic contaminants (plastic shards, glass fragments, paper, hair) that those systems miss. Most food-packaging lines run all three modalities; AI vision is the camera-based augmentation layer.
What about FSSAI audit?
Image-retention policies, audit-trail completeness, and operator-action logging are aligned with FSSAI requirements at design time — engineered into the deployment rather than retrofitted at audit.
Still have questions? Our team is ready to help.
Modernise F&B packaging QC
Get a free packaging-line assessment from Opsio's Bangalore engineering team.
Food Packaging AI Visual Inspection — FSSAI-Compliant
Free consultation