Core Engagement · 01
4–6 Weeks
AI Operating Model Diagnostic
Understand exactly where your organization is across all six design domains — and what must change first. The entry point for every HandsOn engagement.
The Problem This Solves
“We have invested significantly in AI — but we cannot honestly say where we are and which investments are working. Nor do we have established models & processes in place. We currently have activity, not architecture.”
Most organizations understand that their AI transformation is stalling — but the diagnostic precision required to understand why is almost universally missing. A generic maturity assessment produces a single number. The HandsOn AI Operating Model Diagnostic produces a shape: a domain-level profile that shows exactly where organizational maturity is concentrated, where it is absent, and where dangerous imbalances exist.
The diagnostic applies the four-stage maturity continuum independently to each of the six design domains, producing 24 distinct configuration assessments. An organization may have Stage 2 governance architecture over a Stage 0 process infrastructure — a configuration that is not merely imperfect but structurally dangerous. The Multidimensional Maturity Profile makes this visible at a glance.
Our Approach
Kick Off Workshop followed by Deep interviews across C-suite, domain leads, and technical AI teams using the HandsOn six-domain diagnostic protocol & questionnaire. Duration: approx. 2 Weeks
Analysis of existing AI governance documents, strategy materials, process documentation, and capability inventories against the domain maturity framework.
Construction of the Multidimensional Maturity Profile with domain-level stage assignments, evidence base, and identified critical imbalance patterns.
Half-day leadership workshop presenting findings, prioritized design agenda, and recommended next steps. Delivered as a board-ready document and interactive session.
Key Deliverables
- Multidimensional Maturity Profile (6-domain radar)
- Domain-level stage assessments with evidence base
- Critical imbalance pattern identification
- HAI Level ↔ Stage alignment assessment
- Prioritized design agenda for leadership
- Investment recommendations by domain
Who This Is For
- Organizations post-first AI initiatives (Stage 0/1)
- Leadership teams preparing a scaled AI program
- C-suite sponsors needing honest organizational clarity
- Boards seeking evidence-based AI investment rationale
Ready to understand where you stand?
The Diagnostic is the entry point for every HandsOn engagement. In 4–6 weeks, you will have the organizational clarity most leadership teams spend years trying to obtain.