Delivery model

Implement a Business Brain in focused stages

Begin with one valuable operational slice, prove the controls with real examples, and expand only after the system passes an agreed assurance test.

Initial scope: One function, a small source set, and one controlled workflow.
Acceptance: Named questions, evidence rules, access roles, actions, and edge cases.
Expansion: New use cases added after quality and ownership are stable.

Stage 01

Readiness assessment

Identify where knowledge friction creates real operational cost and whether the required ownership and source quality exist.

Collect the questions that delay work, create inconsistency, or repeatedly require expert intervention.

Locate the current records, conflicting copies, access limits, owners, and update practices behind those questions.

Prioritize a use case with enough repetition and value to matter, but a narrow enough risk boundary to test properly.

Stage 02

Turn the chosen use case into an explicit design before connectors and prompts consume the project.

Define authoritative systems, supporting evidence, freshness expectations, content owners, and contradiction rules.

Define who can ask, what each role can see, which actions are available, and where human approval is mandatory.

Write representative questions, restricted-role tests, stale and conflicting evidence cases, action failures, and audit requirements.

Stage 03

Build, test, and introduce the smallest complete route from approved source to observable outcome.

Integrate the chosen systems and preserve source identity, entity relationships, timestamps, and permissions.

Run the agreed assurance set with realistic data and users. Record failures rather than explaining them away.

Assign system, source, and workflow owners. Document how people report a bad answer, resolve a conflict, and request a new use case.

Stage 04

The system must adapt as policies, teams, integrations, and risk expectations change.

Review answer quality, unresolved questions, permission failures, action errors, approval delay, and user corrections.

Track stale sources, changed owners, conflicting rules, broken integrations, and the effect of updated policies.

Add the next workflow only when its authority, risk, owner, and measurable benefit are clear.

Readiness assessment

Score your sources, access rules, decision process, and workflow readiness. You will get a practical recommendation, not a generic maturity grade.