AI Vision for Pharmaceutical Packaging Inspection
Detect surface defects, dimensional variance, and quality issues in vials, ampoules, syringes, and more. Reduce manual inspection costs by up to 70% while maintaining 100% GMP compliance.
Comprehensive Inspection Coverage
PIQAPART delivers specialized AI vision for every critical packaging inspection point in pharmaceutical manufacturing.
Vials
Surface defect detection, dimensional verification, and closure integrity inspection for glass vials in liquid and lyophilized formulations.
Ampoules
Micro-defect and particulate detection on fragile glass ampoules with sub-millimeter precision and damage-free inspection.
Syringes
Automated inspection of syringe barrels, plungers, and tips for dimensional accuracy and surface quality in pre-filled and empty configurations.
Closures
Verify proper sealing, dimensional fit, and material integrity on rubber stoppers and plastic caps across all container types.
Labels
Validate label presence, correct positioning, barcode readability, and print quality for full traceability and GXP compliance.
Components
Inspect needles, syringes caps, ferrules, and sub-components for dimensional accuracy and assembly readiness.
The Manual Inspection Challenge
- Manual visual inspection is labor-intensive and prone to human error
- 100% inspection mandates increase operational costs by 40%–60%
- Quality escapes and regulatory findings from missed defects
- Limited scalability as production volumes grow
- Compliance documentation and traceability gaps
- High staff turnover in repetitive inspection roles
Limited visibility. High risk.
AI-Powered Inspection at Scale
100% automated. Real-time feedback.
- Inspect 100% of units in real-time without speed compromise
- Detect defects below human visibility threshold (sub-micron precision)
- Eliminate human bias and fatigue-related quality escapes
- Generate audit-ready compliance documentation automatically
- Integrate seamlessly with existing production lines
- Reduce per-unit inspection cost by 60–75%
- Scale inspection capacity without adding headcount
Proven Results
Pharmaceutical manufacturers using PIQAPART report significant operational and compliance improvements.
Manual vs. AI Vision Inspection
| Capability | Manual Inspection | PIQAPART AI Vision |
|---|---|---|
| Coverage | Sample-based (2–5%) | 100% inspection |
| Detection Accuracy | 92–96% (operator-dependent) | 99.8% consistent |
| Speed | 5–10 sec per unit | 0.5–2 sec per unit |
| Defect Types Detected | Visible defects only | Micro-defects + dimensional + dimensional |
| Compliance Documentation | Manual, time-consuming | Automated, audit-ready |
| Scalability | Requires more headcount | No additional labor |
| Cost per Unit (long-term) | €0.15–0.35 | €0.04–0.08 |
How to Get Started
Assessment & Planning
We evaluate your current inspection process, production line specifications, and defect typologies to design a custom solution.
System Design & Integration
Our engineering team designs camera placement, lighting, and software configuration tailored to your exact packaging types and line speed.
Training & Deployment
We train your quality and operations teams, validate system performance, and handle full installation with minimal line downtime.
Support & Optimization
Continuous monitoring, model refinement, and ongoing support ensure sustained high accuracy and compliance.
Pharma Manufacturer Case Study
A mid-sized European pharmaceutical manufacturer producing injectable medications implemented PIQAPART across four production lines. The system was trained on their vial and syringe portfolio within 8 weeks and achieved full operational status by week 12.
Key outcomes: Reduced inspection staff from 8 FTE to 2 FTE (monitoring/maintenance only); achieved 100% unit inspection vs. previous 5% sampling; detected 450+ additional defects in first year that manual inspection missed; generated fully compliant inspection records for FDA/EMA audits with zero findings; maintained 99.8% uptime across all four lines.
Frequently Asked Questions
Is PIQAPART GMP-compliant?
Yes. PIQAPART is validated for GMP/GxP environments. We provide full system validation documentation, audit trails, and compliance support for FDA/EMA requirements.
How does the system handle different packaging types?
PIQAPART is trained on your specific packaging portfolio (vials, ampoules, syringes, etc.). We deliver a custom model validated for your exact products and production specifications.
What about line speed and integration?
The system integrates with existing vision hardware and PLCs. We design for your line speed—typically 60–300 units/minute depending on container type and inspection complexity.
How long is the deployment timeline?
Assessment to full production typically takes 8–16 weeks, depending on line complexity and customization needs. We minimize downtime through off-line testing and pilot phases.
What about software updates and support?
We provide ongoing support, model refinement, and security updates as standard. Your system stays current with regulatory changes and evolving production needs.
Can we train our own operators?
Absolutely. We provide comprehensive training for your quality, ops, and IT teams. The system is designed for easy operation and minimal specialist knowledge.
Ready to Automate Your Inspection Process?
Contact our pharmaceutical inspection specialists to discuss your packaging quality and compliance challenges. We’ll design a solution built for your exact needs.