Your line is unique. Your inspection system should be too.
Machine vision
made to measure
We build custom optical measurement and inspection systems for industrial automation — watching 100% of your production, tuned to your parts, your tolerances, your line.
Manual sampling
2–5%
of parts ever inspected
MTM inline vision
100%
measured, logged, classified
The Hidden Costs of Inspection by Sampling
Three ways manual QC becomes a strategic risk
Escaped defects
A defect found by your customer costs orders of magnitude more than one caught on the line. Sampling means most parts are never looked at.
You can't reject what you never measured.
No traceability
When a claim arrives, there is no record — no measurements, no timestamps, no proof of conformity for the disputed batch.
Data wins disputes. Memory doesn't.
Doesn't scale
Human attention fades within minutes of repetitive visual inspection. Faster lines and tighter tolerances only make it worse.
Cameras don't blink.
What Changed
Metrology-grade inspection is now buildable for any line
Commodity Optics
Industrial-grade sensors now cost hundreds, not tens of thousands. High-resolution imaging is no longer the barrier to entry.
Modern Computer Vision
Sub-pixel measurement algorithms run in real time on edge hardware the size of a paperback. Accuracy that needed a metrology lab now fits on the line.
Software, Made to Measure
The missing piece was never hardware — it's software tuned to your exact part, pattern and tolerances. That is what we build.
How It Works
From drawing to measuring line in weeks, not quarters
The Process
- 1
Share your spec
Day 0Send us your CAD drawing, tolerances and a handful of sample parts. That's all we need to start.
- 2
We build & validate
2–6 weeksWe tune the optical setup and measurement pipeline on your real samples and send you an accuracy report — before you commit.
- 3
Deploy on the line
1 dayOn-site installation, calibration and operator training. Your line is measuring by the end of the shift.
Your CAD is the spec
We parse nominal dimensions straight from your drawing. A new part is a new file — not a new project.
# your drawing
part.dxf → Ø 3.00 mm · pitch 20.0 × 15.0 mm
# our system
tolerance ±0.10 mm · coverage 100%
Full ownership
The system runs on your hardware, on your network. No cloud dependency, no per-part fees, no data leaving the building. If we disappear tomorrow, your line keeps measuring.
Lock-in is a business model. Just not ours.
The Underlying Precision
The engineering that turns cameras into measuring instruments
Sub-Pixel Measurement
Gradient-refined edges
Feature edges are located to a fraction of a pixel — a true metrology measurement, not a blob approximation.
±0.05 mm on a moving product
CAD-Driven Nominals
The drawing is the config
Nominal dimensions, pitch and pattern are parsed from your DXF. A new part is a new drawing, not new software.
DXF in · tolerances out
In-Field Calibration
Traceable px → mm
Checkerboard calibration with lens-distortion correction, done by your operator on the line in minutes.
recalibrate in <2 min
Real-Time Tracking
Every feature, every frame
Features are tracked across frames as the product moves — measured continuously, deduplicated automatically.
full line speed
Motion Artifact Correction
Rolling-shutter aware
Distortion introduced by sensor readout on moving parts is modeled and removed per feature.
moving ≙ stationary accuracy
Tolerance Classification
Pass/fail per feature
Every measurement is classified against your tolerances the instant it is taken. Outliers flagged live on screen.
operators see red, not spreadsheets
Audit-Ready Reporting
Proof of conformity
Every inspection session produces a pass/fail PDF report and a complete CSV measurement log per batch.
PDF + CSV, per batch
Edge Deployment
On-prem, no cloud
Runs on industrial edge hardware inside your network. Your production data never leaves the building.
zero cloud dependency
MTM BeltGauge
Our first system, made to measure
In production
Inline hole inspection for conveyor-belt manufacturing
BeltGauge measures the diameter and spacing of every hole punched into a moving belt, flags out-of-tolerance features the moment they pass the camera, and closes each batch with an audit-ready pass/fail report.
Deployed on the line at a European conveyor-belt manufacturer — replacing caliper spot checks with 100% coverage.
every hole measured · outliers flagged live
Three Ways to Start
From a low-risk pilot to a fully owned system
Feasibility Pilot
Know before you commit
Fixed price
- ✓Send sample parts + your drawing
- ✓We validate achievable accuracy
- ✓Written measurement report
- ✓Credited toward your system
Made-to-Measure System
CoreYour line, fully instrumented
One-time
- ✓Optics + edge compute + software
- ✓Tuned to your part and tolerances
- ✓Installation & operator training
- ✓You own it outright — no per-part fees
Care & Evolution
As your production changes
Subscription
- ✓Updates & remote diagnostics
- ✓New part patterns & tolerance changes
- ✓Periodic accuracy re-validation
- ✓Priority support
Questions
The ones every plant manager asks first
What happens when our product changes?+
Nothing dramatic. The system is CAD-driven — a new pattern is a new drawing, parsed automatically into nominals and tolerances. If the geometry moves beyond what the installed optics can resolve, we re-validate and adjust as part of Care & Evolution.
Do we need to change our line?+
Usually not. The camera rig mounts over or beside the existing line and watches product as it moves. We design the optical setup around your line, not the other way around.
What if you disappear?+
Your system keeps running. It lives on your hardware, on your network, with standard interfaces and exportable data. No cloud dependency, no license server, no kill switch.
Stop sampling.
Start measuring.
Tell us about your line and your tolerances — we'll tell you what's measurable, and prove it on your own parts.
Book a call