Trust & activate
AI programmes fail when data is ungoverned. We establish pipelines, quality checks, and access patterns so use cases can be packaged, reused, and operated — not reinvented for every pilot.
Data Foundations & AI Activation focuses on the prerequisite most enterprises skip: reliable, well-owned data. We help you define sources of truth, lineage, and access controls, then package high-value AI use cases as repeatable patterns. Work connects naturally to MLOps Setup and Agent Building when you are ready to industrialise models and agents.
Assess quality, ownership, PII risk, and gaps that block AI use cases.
Design ingest, transform, and serve paths that are testable and observable.
Role-based access, audit trails, and retention aligned to your compliance needs.
Turn proven pilots into reusable templates with clear inputs, outputs, and owners.
Offline and online evaluation so model changes are measured before they ship.
Operating guides for product and data teams to launch the next use case faster.
Foundations and first activation packages from £7,500. Broader platform programmes priced by domain count.
Inventory critical datasets, owners, and quality signals.
Stand up or harden pipelines, contracts, and access controls.
Deliver a first production use case with evaluation and monitoring.
Capture patterns so the next use case reuses the same rails.
Train your teams and leave a clear backlog for scale-out.
Bring your priority use case and data constraints — we will scope a foundations-first engagement.
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