A shared foundation for enterprise AI work

Teams with more than one AI or knowledge initiative and an owner for the shared technical and security boundaries.

• Several initiatives repeat model, knowledge, access or audit work.
• Architecture and security teams need one set of questions before a wider rollout.
• A pilot should test a shared foundation through a concrete use case.

• A map of current AI scenarios, systems, data sources and users.
• The models, providers, access rules and operational checks that must be considered.
• One or two bounded scenarios for a discovery or pilot discussion.

What a first discussion can produce

• A map of reusable runtime, data, access and operational concerns.
• A proposed first pilot boundary and an evidence checklist.
• Known gaps and decisions required before any wider rollout.

This page describes a discovery conversation. It does not confirm a particular deployment mode, provider, certification, license or production capacity.

Pause or change the scope when

• A single low-risk demonstration is the whole requirement.
• There is no owner for data, access or ongoing operation.
• A deployment or compliance outcome is expected before the project boundaries are reviewed.