Catch whatothers miss.
Defect detection trained on your product, not a generic dataset. Surface, geometric, color, presence — every cycle, every unit, every shift.
Inspection · Frame 04127
Defect · 0.97Catch rate
99.6%
FP rate
0.4%
Latency
14 ms
What Quality catches
Six classes of defect.
One platform.
Surface defects
Scratches, dents, scuffs, contamination, residue — even when they barely register to the eye.
Geometric checks
Pitch, position, alignment, dimensions. Out-of-spec parts caught at the speed of the line.
Color & print
Off-tone, faded, or misaligned print and color codes. Caught before downstream rejects mount up.
Presence / absence
Missing components, open closures, double-fed parts, empty cavities. Verdicted every cycle.
Packaging integrity
Crushed corners, misshaped trays, torn film, broken seals. Quality that ships, not quality that returns.
Fill & contamination
Underfill, overfill, foreign matter, bubbles. Verdict tied to every unit, every batch.
Trained on what matters
Off-the-shelf vision sees a category.
Neo sees your product.
Generic detectors are trained on the internet. Your line isn't on the internet. Neo Quality starts with what you actually make — your variants, your defects, your light, your camera angle.
Off-the-shelf detector
Built for someone else's line.
- Trained on stock images
- False positives on your variants
- Static — degrades as products change
- Black box, no operator-in-the-loop
- Misses defects the dataset never saw
Neo Quality
Built on your line, for your line.
- Trained on your line, your product
- Tuned on the variants you actually run
- Learns from every shift, every cycle
- Operator feedback closes the loop
- Catches what your operators flag
Inspection points
Plug in anywhere.
From the filler to the pallet.
Pre-fill
Incoming material checks: bottle integrity, container shape, contamination.
Post-fill
Fill level, foreign matter, foam, headspace — the moment after the filler.
Post-cap
Closure presence, tilt, torque proxy via geometry, missing or damaged caps.
Post-label
Placement, skew, wrinkles, mis-print, lot codes, expiry readability.
End-of-line
Final aesthetic and structural QC before palletizing or pack-out.
Packaging
Cartons, trays, films, seals — integrity that survives the customer's shelf.
In production
The numbers your QA director cares about.
99.6%
Catch rate
On a labelled production sample
< 1%
False positives
Tuned with operator feedback
< 1 day
Time to deploy
From samples to live verdicts
Any
Product variant
Trained on what you actually run
"We ran our hardest defect class through Neo. It picked up a fault our QA team had been chasing for months — first morning, on the live line."
Your line.
Smarter, by next week.
Show us a tough vision problem on your line. We'll show you what Neo does with it — often by next week.