Sharpe Group — Diagnostic
AI Operations Audit
Structure before speed. Governance before scale.
8Audit Dimensions
4Form Sections
< 10 minTime Required
DiagnosticNot a Sales Process
01 — The Structural Gap
Most organizations are approaching AI from the tool layer upward.
Each layer inherits the misalignment beneath it
The result
01
Teams interpret instead of align.
02
Tools accelerate existing dysfunction.
03
Speed compounds the problem.
The constraint is not capability.
It is how decisions are structured — and how consistently they are applied.
02 — Audit Areas
What the Audit Examines
The audit evaluates the structural conditions that determine whether AI adoption will succeed or compound existing dysfunction. Eight dimensions. Three layers.
Decision Layer
How authority flows and decisions are made
01Decision flow
02Escalation structure
03Governance clarity
Operations Layer
Where execution stalls, fragments, or drifts
04Operational bottlenecks
05Execution consistency
06Cross-functional coordination
AI Readiness
Whether your structure can absorb AI acceleration
07AI readiness
08Implementation sequencing
Each dimension surfaces structural gaps — not tool gaps. Recommendations hold regardless of which AI systems you adopt.