Product sheet · Industrial embedded AI

The AI that spots defects before they ship

Vision and detection embedded on your line: real-time analysis, 100% quality control, go / no-go decision support. The model runs on-site — your images never leave for the cloud.

100%
of parts inspected, not a sample
<100 ms
per part, at line speed
0
images sent off-site (edge)
24/7
no fatigue, no variation from one operator to the next
01

Visual inspection can't keep up anymore

In manufacturing, in assembly or on a structure, human inspection is slow, subjective and can't see everything. Defects slip through and are caught too late — by the customer, at final assembly, at the regulatory check — and there they cost ten times more.

Sample-based control lets through whatever it didn't look at.
A defect caught at final assembly or at the customer costs far more than upstream.
Two operators, two verdicts: no stable criterion, no proof.
02

Built for industry

The same vision engine, calibrated on your parts and your criteria, whatever the sector.

Manufacturing

Surface defects, dimensions, material presence.

Construction / Structures

Defects, cracks, conformity of rework and finish.

Aerospace / MRO

Surface inspection, rivets, corrosion, part traceability.

Assembly line

Presence, position and orientation of components.

Quality control

Automatic pass / fail sorting, with proof to back it up.

03

What it does

Detect

Scratches, cracks, missing material, burrs, corrosion, absent or misaligned parts — spotted and located on the image.

Analyze

Measurements, counting, dimensional conformity, trends: the line talks, and drift shows up before the breakdown.

Decide

Instant go / no-go verdict, automatic sorting, workstation alert — with the confidence level displayed.

Trace

Every part, every verdict, every image time-stamped: an evidence file for the customer and for compliance.

Embedded (edge)

Runs on a local box next to the camera. No cloud, no latency, no images leaving.

Integrates with the line

Connects to your cameras, controllers (PLC), MES and CMMS to trigger ejection, stop or ticket.

04

Three concrete situations

Aerospace

Surface inspection

Checks rivets, scratches and early corrosion on a part or fuselage. The AI pre-sorts, the inspector focuses on the flagged cases and signs off the proof.

Assembly

Visual poka-yoke

Verifies at the end of the station that all components are present, correctly oriented and at the right position. Blocks the line if a part is missing.

Construction

Structure inspection

From a tablet on site: detection of cracks, defects and finish discrepancies, with a dated photo report generated automatically.

05

AI detects, the expert decides

No AI decides alone on a safety or regulatory matter. Our vision model is pre-trained on public and synthetic data, then calibrated on your parts — and every doubtful case is escalated to a human. Our teams handle the backtesting and annotation; your data, meanwhile, never leaves your site.

The decision loop
Embedded AI
Detects & scores
Confidence
Sure → auto
Doubt → human
Expert validates

The confidence threshold is tuned to your requirements: the higher it is, the more the human is involved. You set the quality / throughput slider.

What our team does
Backtesting on your history before any go-live.
Ongoing annotation & retraining on new cases.
Quality monitoring and model performance reporting.
A French-speaking project manager as your single point of contact.
06

Sovereignty & data

100% on-site processing (edge)
No image sent to the cloud
Base model without your proprietary data
Time-stamped & exportable evidence file
GDPR compliance & trade-secret protection
Reversibility: the model and data stay with you
07

From POC to the line

POC on your parts (2–3 weeks)

You provide us with "good" and "defect" images. We measure the detection rate on your real cases before any commitment.

Calibration & backtesting

We tune the criteria and confidence thresholds and replay on your history until the target reliability level is reached.

Installation on the line

Camera, edge box and connection to the controller / MES. Integration at line speed, without stopping production.

Run & continuous improvement

The system runs, the team monitors performance and retrains the model as new defects are encountered.

08

Integrates with your shop floor

Industrial camerasControllers (PLC)MESCMMSERPSCADA Tablet / mobileEdge boxOPC-UAModbusPDF / CSV export

We adapt to your existing setup: no need to replace your camera fleet or your supervision system.

Let's test on your parts

Send us a few "good" and "defect" images. We'll give you back a detection rate measured on your real cases — before any investment decision.

Let's talk about your project

Describe your needs in a few words: we’ll get back to you shortly.