Method
Deploying AI in your company doesn’t happen by chance.
A structured method in 4 phases and 8 governance principles. No dust-gathering report: I deploy with your teams, in their tools, until autonomy.
The method
4 phases, 8 principles, one coherent approach
Each phase combines a concrete deliverable and two governance principles that make the difference between a POC stuck in the lab and a deployment that scales.
Diagnose
Weeks 1-2Access audit, shadow AI mapping, current POC inventory. 6 key questions to assess your organization's real maturity.
The maturity diagnostic is the central work. It precedes any tool recommendation.
Map shadow AI before governing. 40-60% of real usage bypasses IT.
Govern
Weeks 3-105-level data classification with the DPO, confidentiality labels, DLP, AI usage policy, audit logs via Microsoft Purview.
Governance before deployment. A user who receives an inappropriate response in week 1 loses trust.
Sovereignty through mapping, not dogma. Each data type to the infrastructure matching its sensitivity.
Deploy
Weeks 11-16First adoption wave targeting the fastest ROI scope. Real-world training, 3-layer measurement framework (behavior, perception, impact). I deploy with your teams, in their tools.
Adoption isn't license distribution. 4 depth levels: activation, exploration, integration, ambassador.
KPI triangulation. Cross real behavior, perception, and objective impact for a defensible ROI.
Expand
Post M+4Successive waves by department, custom AI agents, monthly governance committee, continuous adjustment. I leave when your teams are autonomous, not before.
Don't over-protect. The goal is right classification, not maximum restriction that makes AI unusable.
Honesty as a stance. Naming the dual mandate or lack of framework is a service, not a risk.
Are you ready for AI?
10 questions, 3 minutes. An objective diagnosis of your organization’s AI maturity, no registration required.
Based on the AI maturity framework for SMBs and mid-sized companies
Ready to assess your AI maturity?
Every engagement starts with a diagnostic. 30 minutes to assess where you stand and identify your priority initiatives.