Sustain
What survives the next model cycle?
Sustain is the discipline of sequencing and durability. What survives the next model cycle is not a tool or a pilot. It is the structure that keeps making decisions after the transformation team moves on: an operating model, a governance process, a measurement cadence, and a portfolio review cycle that run without central oversight driving every call.
The twelve-month roadmap supplies the sequence. Four phases, Foundation through Optimize, each with a purpose, named owners, deliverables, and a gate before the next. The phases are milestone-driven, not calendar-driven. The most expensive mistake is rushing Foundation to reach pilots faster; pilots without baselines, governance, and leadership alignment produce results nobody can trust.
The phase gates keep the sequence honest. Each gate is a go, no-go, or extend decision signed by a named executive, not a status update. Exits are portfolio management, not failures. By Month 12 the program should be self-sustaining, with a permanent owner for every production use case and for governance itself. If it still needs the same central intensity as Month 1, the operating model was never embedded.
12-Month Roadmap
A four-phase, milestone-driven twelve-month plan with owners, deliverables, cadences, risk factors, and a gate before each phase.
Phase Gates
Go, no-go, or extend criteria for each of the three transition gates, with required artifacts, approval authority, and common failure points.
Case Studies
Four anonymized composites, from financial services to healthcare, on where AI programs stalled, what leadership changed, and what the numbers did next.