Vendor-independent
We begin with the problem, evidence and assumptions—not a preferred model or vendor.
Contact MAI
Whether you are reviewing an AI proposal, building governance evidence or designing a controlled pilot, tell us what decision you need to make and what is currently missing.
We begin with the problem, evidence and assumptions—not a preferred model or vendor.
We turn sources, evaluations, approvals and exceptions into inspectable work records.
We design pilots around permission boundaries, human review and measurable outcomes.
The best starting point is not “we need an all-purpose AI”, but a specific decision, workflow, risk boundary or vendor claim that needs to be verified.