Quality Automation
Catch defects a human eye misses.
Computer vision defect detection and RFID tracking that catch what manual inspection can't keep up with.
The Problem
Manual inspection misses defects at line speed, especially on long shifts.
Quality Escapes
0%
of output lost to rework
Manual inspection misses defects at line speed, especially on long shifts.
Quality Escapes
0%
of output lost to rework
Inspection quality varies by who's on the floor and how tired they are.
Quality Escapes
0%
of output lost to rework
Tracing a defective batch back to its source takes hours of paper records.
What's included
What's included.
Computer Vision Inspection
Defects caught automatically at line speed.
RFID Batch Tracking
Every unit traceable to its source.
Defect Analytics
Patterns surfaced, not just individual flags.
Line-Speed Integration
Runs with production, not after it.
Vs. Alternatives
Why not just use what everyone else uses?
Manual Spreadsheets
Reports compiled by hand, always at least a day behind reality.
Enterprise BI (Tableau, SAP Analytics)
Priced and built for large enterprise data teams, not a single plant.
Cluxn
Purpose-built dashboards and models connected directly to your real data.
Process
The timeline.
Weeks 1–2
Line Assessment
Weeks 3–7
Vision Model Training
Weeks 8–10
Integration & Testing
Weeks 11–12
Rollout & Monitor
See It In Context
See Quality Automation in context.
Proof
The result in practice.
under 1%
from 6%
Manual visual inspection missed intermittent surface defects at line speed — issues surfaced only after a customer complaint, well after the batch had shipped.
A plastic injection molding manufacturer (illustrative example)
FAQ
Common questions.
Surface defects, dimensional variance, missing components, and other visually identifiable issues — scoped against your specific product during the line assessment.
No — it catches what's hard for a human eye to catch consistently at speed, freeing your QC team for judgment calls automation can't make.
A single-line deployment typically takes 8–12 weeks from assessment to live monitoring, including model training on your actual product.
Every engagement is scoped individually — line count and defect complexity both affect cost. During your free assessment, we give you an exact number within 48 hours, not a guess.
Often Paired With
Explore more of Intelligence & Automation.
Ready to fix it?
One problem. Scoped in 4 weeks.
No pitch, no generic demo — a plan built around what's actually slowing you down.
Book a 30-Minute Call ↗30 minutes, straight to the fix. No sales script.