← Putting AI to work in the business
"The use case and pilot are defined. Now we need to test the capability in real operating conditions — without treating pilot completion as automatic production approval."
Production, scale, revise, repeat, transfer, defer, or stop — based on observed pilot evidence and controls, closed out as an explicit operating decision.
We execute the authorized pilot under bounded execution, governance, quality, adoption, measurement, exception, and handoff controls — so the business owner can make the next operating investment decision on captured evidence.
A fit when: authorization and an accountable owner exist, prerequisites and risk controls are explicit, system/data/stakeholder access is available, and operating and adoption responsibilities are assigned.
Not a fit when: prerequisites are inadequate (return to definition), specialist security/legal/data work dominates (specialist route), or authority, access, or risk controls are incompatible.
The pilot execution plan · the implemented bounded capability · KPI, quality, adoption, and control evidence · issue, exception, and risk records · operating and support implications · the production/scale decision package and handoff.
The pilot is managed as an evidence-producing operating decision — not a demo, not a technology proof alone, and not an assumed first step in a land-and-expand sequence.
A bounded implementation mandate tied to the authorized pilot scope and its evidence requirements.
Internal production and operation, separately authorized transition/adoption support, another provider, revise or repeat, defer, or stop. Pilot completion does not imply production or scale authorization.
AI and agents may assist bounded work; consequential decisions — evidence acceptance, risk, release — remain under accountable human authority. Control records are inspectable, appropriate to the engagement.
Run the pilot to a real operating decision See if this fits your situation