Domain

AI

From Microsoft 365 Copilot to custom Azure AI Foundry workloads — and the governance that makes it defensible.

Everyday sub-domains

The standard conversations most organisations have within this domain.

The productivity copilot, deployed without surfacing the wrong content.

Conversational agents for internal teams and customer-service deflection.

Invoice processing, KYC, claims, document AI — automation that pays for itself.

EU AI Act readiness, model attestation, AI risk register — org-level governance distinct from MLOps lifecycle.

Where the conversation needs custom adaptations — regulated, hybrid, or high-stakes.

When the answer is a custom RAG pipeline, agent service, or grounded LLM workload.

Production ML lifecycle — registry, drift detection, retraining cadence.