From AI Experimentation to Company-Wide Adoption
How mid-market leadership teams cross the chasm from pilot enthusiasm to sustained, measurable operational return.
The 4 Phases of Corporate AI Maturity
Individual staff use consumer accounts to summarize emails or draft letters. Security has no visibility, processes remain manual, and firm IP is at risk.
Leadership conducts a structured time study of department administrative overhead, scoring high-friction document and reporting tasks by capacity recovery and feasibility.
One pilot department (e.g. Client Operations, Practice Advisory, or Recruiting) redesigns 3–5 core workflows with production prompt runbooks, SOPs, and governance guardrails.
Proven workflow architectures are rolled out across adjacent departments with centralized governance, continuous capacity monitoring, and API automation.
Start With One Focused Department
Don't try to transform the entire company at once. Start with a single 30-day workflow sprint and prove measurable productivity in one department first.