What this is

A structured review of how decisions are made around AI in your production system.

We examine where AI behaviour affects users, operations, compliance or reputation and where decision logic is implicit, fragmented or unowned.

The focus is not model quality but control behaviour.

What we look at

• Where AI outputs influence real world outcomes

• Where prompts, policies or workflows try to change behaviour

• Where responsibility for decisions is unclear

• Where changes introduce risk without visibility

What you get

• A clear map of decision points around AI usage

• Identified risk areas and failure modes

• Guidance on where control is required and where it is not

• A concrete recommendation on next steps

This review creates the foundation for any further integration or rule design work.