Implementation · Aug 2026
From pilot to operating system: Four conditions for AI that lasts
A working demo proves technical possibility. Enterprise value begins when the system survives real users, real data, and real organizational constraints.
A real owner
A durable system has a business owner with authority over the workflow and a clear reason to improve it.
Production conditions
The product must work with the organization’s data, tools, controls, and exceptions — beyond the clean path shown in a demo.
Adoption by design
Training, feedback, measurement, and governance belong in the product plan from the start.