What Clients Should Expect From a First Controlled Engagement
A disciplined first phase should build trust, define scope, inspect boundaries, and produce concrete findings rather than promising enterprise-wide transformation on day one.
Insights
Editorial notes for controlled AI work
Notes on on-prem AI, data sovereignty, document-heavy workflows, and controlled first engagements in trust-sensitive environments.
What an AI Readiness Assessment Should Actually Check
A sober readiness review should inspect document quality, metadata, duplication, handover, approvals, and workflow reality rather than producing vague AI strategy theatre.