Manufacturing & Industry

Metals

In metals production, surface defects and process deviations compound in cost when caught late. Early detection depends on being able to measure without stopping the line.

Problems we address in this sector

Surface defect detection on rolling and casting lines
Maintaining image quality in hot environments and on reflective surfaces
Modelling the relationship between process parameters and quality
Material tracking and automatic batch-level quality records

Approaches we apply

Computer VisionObject detection and tracking, video understanding, vision-language models, document intelligence and OCR, real-time inference on edge devices.
MLOps & Model OperationsEvaluation infrastructure, observability, hallucination and regression tracking, continuous retraining.

Other sectors in this group

Manufacturing
Automotive
Plastics
Glass
Chemicals
Construction

Do you have a problem in this sector?

Let's define the problem together in a technical consultation; feasibility is assessed at the first stage.

Request a Meeting Contact