A practical operating study. Not a transformation program.

Small enough to measure. Broad enough to show where the same operating problems repeat. The objective is to turn selected ad-hoc AI use into controlled, repeatable company work.

Discuss E01

P-03 · S01Four-week engagement / drawn as a scheduleFixed scope

What actually happens

Twenty working days, with the review gates marked.

4Weeks / fixed fee

PhaseW1 · ObserveW2 · StructureW3 · DeployW4 · Measure

Work itemD01D02D03D04D05D06D07D08D09D10D11D12D13D14D15D16D17D18D19D20

01Leadership and department interviews

02Baseline survey of current use

03Workflow observation on live work

04Information classification

05Knowledge and workspace architecture

06Workflow build

07Deployment and training by role

08Live use and refinement

09Before and after measurement

10Executive readout and roadmap

Solid rule = engagement workVertical rule = decision or review gateNothing is automated before it has been observed running

There are three decision points, and you own all three. Scope locks at the end of week one, governance is signed off at the end of week two, and the readout in week four is where you decide whether anything scales. If the measured difference does not hold up, the recommendation is to stop.

E01 / OUTPUTWhat remainsCompany-owned

Working assets

A working system, not a long report.

01GovernancePractical acceptable-use guidance and information classifications.

02Information structureA clear architecture for company, brand, work history, people, and operating information.

03Workflow libraryApproximately 5–10 tested workflows with human review, ownership, and reusable instructions.

04TrainingRole-based training tied to the work employees actually perform.

05MeasurementBaseline and post-pilot comparison on the work the engagement touched.

0690-day recommendationWhat should continue, what should wait, and where deeper integration is justified.

ScopeNot included by defaultSeparately scoped

What is not in scope.

Custom development, APIs, data migration, comprehensive cybersecurity assessment, and enterprise systems integration are separately scoped after the underlying workflow has shown value.

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