Visual Quality Inspection
Inspect products against your quality standard and route anything out of spec for a person to check.
What It Does
The agent compares each item reaching the inspection station against the quality standard for that product and raises a nonconformance with the captured image and the failed check attached. Out-of-spec items land in the review queue, and whether the line holds is a person's call.Without it: Consistent visual inspection is hard to staff and harder to keep uniform across shifts and sites.
- Applies the standard revision in force for that product on that date
- Passing items are logged and released without opening a queue entry
- Readings sitting on the limit are queued as marginal, never scored a pass
- Repeat failures on one check within a run collapse into a single nonconformance
Illustrative example
Casing CX-220, serial 88134, reaches the station and the seal-bead check reads 1.9 mm against a 2.2 to 2.6 mm standard. The agent opens a nonconformance with the image, the failed check, and the standard revision it read from. The line keeps running until the inspection supervisor works the queue and calls the hold.
Station cameras
Captured item images
Standards library
Revision in force
QMS
Check limits, tolerances
Nonconformance queue
Open items this run
Visual quality inspection
WatchStarts when
A finished item reaches the inspection station
How far it goes
it flags and records, and takes no action itself
Never
HOLD: enforced below the model, not asked of it
Standard checks
Applied per item
Out-of-spec items
Routed for review
Inspection record
Logged per item
More Manufacturing Agents
Fabric defect detection
Spot fabric defects on the line in real time, with every flag logged for quality review.
CCTV compliance monitoring
Turn existing CCTV into governed, real-time compliance oversight, with privacy masking built in.
Loom and machine monitoring
Watch machine state across the floor and surface stoppages and faults as they happen.
Case Studies

Catching the Escape Before It Becomes a Recall
Manufacturing
Inspection calls are checked and logged, with holds routed for sign-off.
Read case study
The AI Drafted the Deviation, the 483 Lands on You
Manufacturing
Every AI-drafted record carries the evidence an inspector asks for.
Read case study
