Jabil Integrates V-ONE for AI-Driven Manufacturing Oversight
Electronics manufacturing services (EMS) giant Jabil has deployed ViTrox's V-ONE Digital Factory Solution across its manufacturing operations. The integration focuses on centralizing automated optical inspection (AOI) programming and enabling real-time data-driven decision-making across multiple production lines.
This deployment represents one of the largest known implementations of AI-powered factory orchestration in the PCB assembly industry.
What Changed: Before and After V-ONE
The Manual Approach (Before)
- Engineers physically stationed at individual AOI machines
- Programming adjustments required in-person intervention
- No centralized real-time data visibility
- Multiple production lines monitored independently
The AI-Enabled Approach (After)
With V-ONE and its Control Tower feature:
- Remote AOI programming: Engineers manage multiple inspection systems from a central location
- Real-time monitoring: Instant equipment status across all production lines
- Centralized defect analytics: Track FPPM and DPPM against daily benchmarks
- Concurrent troubleshooting: The VVTS tool enables engineers and technicians to review 3D and golden images simultaneously
- Reduced downtime: Machine alerts addressed without interrupting live production
Why This Matters for the PCB Industry
The AI Element: Beyond Simple Automation
V-ONE goes beyond basic manufacturing execution systems (MES):
- Intelligent false-call reduction: ML models trained on historical inspection data distinguish real defects from acceptable variation
- Predictive maintenance: Equipment performance trending identifies degradation before failures
- Cross-line optimization: Insights from one line automatically improve programming on similar lines
- 3D defect visualization: Engineers can inspect solder joint quality in full 3D without being physically present
Industry 4.0 Validation
The Jabil-ViTrox deployment validates several Industry 4.0 concepts:
- Digital twin of inspection: Virtual representation of all inspection stations
- Edge-to-cloud architecture: Local decisions in real-time, aggregate analytics in cloud
- Human-AI collaboration: Engineers for judgment calls, AI handles repetitive monitoring
- Scalable deployment: Software platform expands without proportional headcount
Quotes from Principals
"V-ONE's remote AOI programming has been a game-changer, allowing us to manage multiple lines centrally and reduce our troubleshooting time." — Justin Barr, Operation Director at Jabil
The Broader Smart Factory Trend
| Company | AI Application | Year |
|---|---|---|
| Jabil + ViTrox | Centralized AOI/V-ONE platform | 2026 |
| Foxconn | Lights-out factory with AI inspection | 2025 |
| Samsung Electro-Mechanics | ML-based yield prediction | 2025 |
| AT&S | AI-driven process control for IC substrates | 2024 |
Implications for Engineers and Buyers
For engineers sourcing PCB assemblies:
- Quality transparency improves: Digital factory platforms create auditable data trails
- First-pass yield increases: AI-optimized inspection reduces both false escapes and false rejects
- Faster NPI: Remote programming accelerates new product introduction
- Supplier differentiation: Factories with AI platforms demonstrate investment in quality
Source: PCB Directory / ViTrox Corporation Berhad, May 28, 2026
Originally published at AtlasPCB
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