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INDUSTRIAL QC
Industrial visual quality control
We automate in-line visual inspection on the production line to detect defects and specification deviations without stopping the line.
Industrial visual quality control
An industrial visual quality control agent matters when you need in-line visual inspection of industrial production (parts, defects, specification), not reviewing catalogue photos or screen QA. Before selecting tools, we define journeys, permissions, data and supervision criteria so the agent operates under your company's control.
We work from Barcelona and Madrid and remotely with teams across Spain, Europe, LATAM and the United States. The process combines discovery, access hardening, verifiable releases and operational documentation.
We hand over code, repositories, configurations, skills and documentation in accounts owned by your company. You can audit, rotate credentials or change supplier without lock-in.
We automate in-line visual inspection on the production line to detect defects and specification deviations without stopping the line. That is why we prioritise a governable, measurable agent ready to evolve without rebuilding its foundations.
THE CHALLENGE
The challenge of industrial visual quality control
in-line production inspection is done by eye and lets defects through
Manual inspection limited by speed
Reviewing parts one by one cannot keep up with production and forces sampling that lets defects through.
Subtle defects hard to detect
Micro-cracks or finish variations escape the human eye and reach the end customer.
Inconsistent quality criteria
Each inspector applies their own judgement and the result depends on who reviews each batch.
APPROACH
How we fix inspecting production in-line against specification
We move forward with measurable decisions and releases that already add value.
Defect and tolerance definition
We agree with production which defects must be detected and which tolerances are acceptable.
Image capture and labelling
We gather real images of good and defective parts to train the vision system.
Development with in-line validation
We test the system on the line and compare its detection against existing manual inspection.
Integration and continuous tuning
We connect vision to the line and refine thresholds based on false positives and negatives.
DELIVERABLES
What industrial visual quality control leaves ready
We deliver an operational foundation your team can govern and keep improving.
Operational vision system
Automatic in-line inspection that detects defined defects without slowing production.
Documented defect catalogue
List of defects to detect with examples and tolerances agreed with production.
Trained vision model
Model tuned with real images and validated against reference manual inspection.
Per-batch quality report
Metrics of inspected parts, detected defects and false positive rate.
TRUST
Technology applied to real operations
We automate in-line industrial visual inspection since 2008, in Barcelona and Madrid and remote. Criteria and cases stay under your control.
- Scope, assumptions and risks visible before the deployment is committed.
- Least privilege, secrets and systems of record defined from the design stage.
- A measurable first release before expanding channels or departments.
- Code, configuration and documentation under your company's control.
FAQ
Questions about industrial visual quality control
Have a project in mind?
Tell us what you need around industrial visual quality control. We will help you turn it into a clear, viable delivery plan.
