The AI efficiency audit
Your five-layer AI blueprint.
We fit the KPAI framework to your business. Governance wraps all five layers so access, ownership, review, and accountability are built into the plan.
01
Surface
How your team reaches and works with AI.
02
Model
The models that power the work and can change as the market does.
03
Memory
The knowledge, SOPs, and context that make AI useful to your company.
04
Execution
The people or systems responsible for carrying the work through.
05
Tools
The business systems the stack reads from and acts through.
Governance wraps every layer. Access control, ownership, logs, human review, and practical guardrails.