What you walk away with
What you actually have
An inventory of the AI-relevant estate, not the one on the architecture diagram
Identity, network, data and control posture assessed against AI workloads
Shadow AI and unmanaged agent discovery
Cost exposure across what is already running
Where it breaks
The gaps every new AI project currently re-negotiates
Evaluation, audit and rollback capability, assessed honestly
Landing zone readiness for governed workloads
A risk register your CISO will recognize
A hardening plan
Prioritized remediation, sized in effort and sequence
A target architecture for your chosen platform
A reusable pattern so the next project does not start from zero
Fee credits in full into AI Platform Engineering
How the review runs
Assessment - Identity, network, data, controls and cost
Synthesis - Gaps, risks and target architecture
Readout - Hardening plan with sequence and effort
Built for
Organizations past their first AI pilot
Teams where every project rebuilds the same plumbing
CISOs and CFOs asking questions the platform cannot answer
Microsoft Foundry, Fabric or Databricks estates
At a glance
Scoped per estate, fixed fee
Diagnostic across identity, network, data and controls
Ends in a hardening plan, not a proposal for more discovery
Fee credits in full into AI Platform Engineering
Where it leads.
Hands off to AI Platform Engineering, or to Data Readiness if the data underneath turns out to be the real blocker.
Stop rebuilding the same plumbing.
One diagnostic. One hardening plan.