Manufacturing video QA
Factory QA: Flag visible production defects from manufacturing-line footage.
Upload fixed-camera factory footage, define what good output should look like, and get a timestamped QA report. Factory QA reviews sampled frames against your product standard and flags visible defects such as missing caps, broken or malformed items, label misalignment, underfills, overfills, contamination, packaging problems, and uncertain cases that need human review. It is built for batch review and exception detection, not machine-control shutdowns. **MVP scope:** sampled-frame visual QA with evidence screenshots. Real-time PLC integration, camera calibration, and high-speed object tracking are Phase 2.
Built for Manufacturing QA teams, line managers, food producers, packaging teams, and operations teams.
Sample output
Production-line defect report
Workflow fit
Built for teams that need evidence, not just summaries.
VidScanner Factory QA is designed for Manufacturing QA teams, line managers, food producers, packaging teams, and operations teams. Instead of treating video as a file to watch from start to finish, the app indexes the recording, identifies important moments, and turns the source footage into a structured deliverable that can be searched and reviewed.
The workflow starts with fixed-camera production-line footage plus a product standard. The strongest results come from recordings where the camera lingers on important evidence and the speaker narrates key context. VidScanner keeps the generated output tied to the source video so reviewers can verify what was seen or said before they export it.
What to upload
Fixed-camera production-line footage plus a product standard.
- Bottle fill / cap / label footage
- Cookie, donut, or packaged-food line footage
- Machined parts moving past a quality checkpoint
- Packaging line footage with boxes, seals, or labels visible
What you get
A timestamped defect report with screenshots, severity, confidence, and disposition.
- Inspection summary and line state
- Pass-rate estimate and observed unit count
- Per-finding defect type, severity, confidence, and disposition
- Evidence text, screenshot, timestamp, rule reference, and suggested action
Exports
- JSON (full inspection report)
- CSV (flat findings table for QA spreadsheets)
Common factory qa workflows
Bottle fill and cap QA
Use VidScanner Factory QA to turn source footage into a structured result with timestamps, screenshots, and reviewable evidence for this workflow.
Read workflowFood line defect detection
Use VidScanner Factory QA to turn source footage into a structured result with timestamps, screenshots, and reviewable evidence for this workflow.
Read workflowPackaging label inspection
Use VidScanner Factory QA to turn source footage into a structured result with timestamps, screenshots, and reviewable evidence for this workflow.
Read workflowTips for better results
Questions teams ask
What should I upload to VidScanner Factory QA?
Fixed-camera production-line footage plus a product standard. Good examples include Bottle fill / cap / label footage and Cookie, donut, or packaged-food line footage.
What does VidScanner Factory QA produce?
A timestamped defect report with screenshots, severity, confidence, and disposition. Outputs include Inspection summary and line state, Pass-rate estimate and observed unit count, Per-finding defect type, severity, confidence, and disposition.
Can I try VidScanner Factory QA before paying?
Yes. VidScanner supports a free account so teams can test the upload, search, and export workflow before choosing a paid plan.