A.3 · Artificial Intelligence & Machine Learning
Computer Vision & Visual Inspection
Defect detection, site monitoring, and document capture at line rate
What we build
Vision pipelines that run at the speed of the process they watch. Detection, segmentation, and anomaly models trained on the small, imbalanced defect sets real production yields, deployment to edge accelerators and industrial GPUs, camera calibration and multi-view geometry, lighting-invariant preprocessing, drift monitoring against a golden set, and active-learning loops that route uncertain frames back to a human before they become a false accept.
Capabilities
- Detection, segmentation, and anomaly models trained on small, imbalanced defect sets
- Edge deployment to industrial GPUs and accelerators, running at line rate
- Camera calibration, multi-view geometry, and lighting-invariant preprocessing
- Drift monitoring against a golden set, with an alert raised before accuracy is lost
- Active-learning loops that route uncertain frames to a human reviewer
- Site and safety monitoring: progress verification, PPE compliance, and zone intrusion
Related services
How it connects
Where it sits in the stack.
This service, and the two it hands off to. None of them can be optimised alone.
Computer Vision
Vision pipelines that run at the speed of the process they watch.
Generative AI & LLMs
Production systems built on large language models, hosted or self-hosted.
AI & Machine Learning · see serviceAgentic AI & Copilots
Multi-step agent runtimes wired into the systems an organisation actually runs on.
AI & Machine Learning · see serviceBring us the whole problem.
Tell us where the work is stuck, whether that is a model that never reached production, an application nobody can change, a data platform nobody trusts, or a plant the business cannot see. An engineer replies with a first read, not a sales deck.