Vision quality inspection
High-accuracy defect detection for manufacturing lines with explainable overlays and SPC reporting.
6–10 weeks
Timeline
AI Core
Type
2
Deliverables
฿380,000
Starting from / production line
Solution
This blueprint ships with delivery playbooks, artefacts, and guardrails so the path to production stays predictable.
Outcomes
- Reduce false rejects by up to 60%
- Regulatory aligned audit trail
What you get
- On-prem inference pipeline with MLOps hooks
- Operator handbook and SOP visuals
Tech stack
NVIDIA TritonOpenCVPyTorchPostgreSQL
Next steps
We will validate your use case, tailor deliverables, and align it with the right package tier.
Bring to the call
- Existing systems/data context
- Target business KPIs
- Timeline & stakeholders
Common Use Cases
Real-time Quality Inspection
Detect defects on the line to reduce rework and prevent escapes.
Fewer escapes
Document OCR
Extract structured data from documents with layout-aware OCR.
Less manual entry
Counting & Compliance
Count items, verify completeness, and check packaging conditions.
More consistent checks