ScaleExpand04 / 04

Pilot results are available.
Where should investment go next?

Time and funding are limited. The programme lead reviews completed initiatives alongside remaining opportunities. Some pilots merit wider use, some need correction and some should stop. Leaders use this evidence to allocate the next wave’s resources.

Investment decisions and next-wave planFor each initiative: continue, improve, expand or stop, with a reason, owner and place in the company roadmap.
FIELD / transformation programme decisionsILLUSTRATIVE
IMPROVE1
AI-101 / G2

Campaign faster; quality and use below target.

Sara + Nima + Raha

Brand prompt, adoption barriers and conversion measurement.

PREPARE2
AI-102 / G1

Support draft replies; no result yet.

Support lead

Review answer sources before building.

AI-103 / G3

Finance report; no result yet.

Finance lead

Verify baseline, figure sources and scoped access.

DEFER1
AI-106 / G3

Autonomous financial replies; high failure impact.

Sponsor + Finance

No autonomous financial authority in the first wave.

FIELD, its figures, conversations and decisions are fictional worked examples.

Source · Gartner · AI roadmap

Which job would you like to improve?

Strategy

Company readinessSix conditions and a readiness ratingDirectionCompany AI strategyOpportunitiesCompany opportunity backlogOwnershipTransformation team and responsibility mapBoundariesCompany AI governance packRoadmapCompany transformation roadmap

Pilot

GoalPilot CharterObserveAcceptance briefDecideExecution and evaluation designActWorkflow and first-use planEvaluateOutcome review and next decision

Scale

StandardizeWorkflow operating guideEnableTeam training and adoption planOperateWorkflow operations cardExpandInvestment decisions and next-wave plan
karwise / COMPANY OS

All these decisions. One system.

Preparing the output…

Educational example. Your company’s version will be built with the karwise assistant and plugin.

karwise is coming soon.

A plugin for building your company OS with your goals, people and tools in Codex and Claude.

karwisecoming soonFollow the launch on Telegram.Join the channelJoin