AI Factory
Applied research, engineering and productisation that turn domain problems into governed production AI.
Most enterprise AI dies between the pilot and production, because nobody owns evaluation, governance or the on-call rota. The AI Factory is the machinery that carries a model across that gap: problem framing, data contracts, evaluation harnesses, guardrails, deployment and the operating discipline afterwards.
What AI Factory does.
Problem framing
Domain problems specified as measurable, evaluable objectives before any model is chosen.
Agent engineering
Tool-using agents with bounded authority, human checkpoints and complete traces.
Evaluation harnesses
Regression suites for model behaviour. Nothing ships on a demo.
Governance
Explainability, bias testing and human oversight designed in, not bolted on.
Deployment
Cloud, sovereign cloud or on-premise, with the same operating contract.
Productisation
The path from a working model to a supported product with an SLA.
