PRACTICE · CHANGE MANAGEMENT
Adoption is the deliverable.
A plan needs an owner and time to carry it out. Discovery examines readiness and shapes the roadmap around responsibilities, review points and available capacity.
READINESS
The change-readiness score
Discovery examines who owns the change, what the team can absorb, and what past tool rollouts reveal. Readiness findings shape the pace, review points, and support in the implementation plan.
DESIGN
Rollouts built for week-one reality
Low failure tolerance gets smaller first deployments with parallel-run safety nets. The person whose job is the bottleneck gets planned for, not discovered. Nothing-comes-off-the-plate is a quiet way for a rollout to fail — so something comes off the plate, in writing.
CHECKPOINTS
A reviewer is a control only by design
Every design in the library names its checkpoints: an independent first look, edit rights, and a named checker who did not write the prompt. Owner approval comes before anything sends; review gates come before distribution widens. Accepting a workflow never silently removes its approval gates.
CADENCE
A weekly status the team can use
One page from live engagement metrics: what shipped, what’s blocked, what the evidence shows. Plus a 90-day roadmap that carries an explicit change-management lane when the communication review says the team would otherwise “find out when it changed.”
Readiness
OWNERSHIP, CAPACITY, AND ADOPTION RISKS INFORM THE ROLLOUT
Evidence
PAST ADOPTION AND CURRENT WORKLOAD SHAPE THE PLAN
Weekly
STATUS, OPEN DECISIONS AND BLOCKERS — AGREED DELIVERY CADENCE
When readiness is limited, the plan starts smaller, keeps a manual fallback, and names the support needed before the next release.
Every engagement here starts the same place.
Unwrapped inventories, maps, validates, reconciles and orchestrates. It does not move money, post to the general ledger, contact your customers, build chatbots or act as an ERP implementer. Each design names its review points and a checker who did not write the prompt.
READINESS IS PART OF DISCOVERY. FINDINGS AND ROLLOUT CONDITIONS APPEAR IN THE ENGAGEMENT ROADMAP.
THE LETTER · BY PAUL MATTSON
Dated. Signed.
Every figure sourced.
One finding about AI in owner-led companies, every two weeks, with the number that held and the number that didn’t.