Symptoms
What leaders usually see
- AI use cases selected before decision rights are clear
- Data fragmentation hidden under automation language
- Workflow recommendations without accountable owners
Executive search path
AI Readiness for Procurement & S2P before automating confusion.
AI creates value only when the operating model, process, ownership and data logic are ready enough to support execution.
Diagnosis
What I diagnose
- Which work is decision-ready
- Where AI would expose the broken operating model faster
- What governance is required before scale
Output
What you leave with
A readiness read that separates useful AI leverage from expensive automation theatre.
Proof
Proof before methodology.
Use the proof stack to reduce buying risk, then start with one senior diagnosis before adding another program, tool, workshop or consulting layer.
Open Proof