AI · SYSTEMS · GOVERNANCE
Enterprise Modernizationis an Operating System— Not a Program.
Tools don’t modernize enterprises. Operating models do. I design governance, ownership, and execution systems that turn modernization from a set of initiatives into an institutional capability — including AI readiness that scales beyond the pilot.
Structure → Decision Rights → Operating Model → Institutionalized Execution
What fails in most modernization efforts
Strategy is declared. Tools are deployed. A pilot succeeds. Then adoption plateaus, governance lags, and accountability diffuses.
Modernization fails when it becomes transformation theater instead of operating architecture.