AI Business BrainGoverned operational intelligenceAssess your business
Menu

System design

How a Business Brain works

The system connects a business question to approved evidence, applies role and policy controls, and completes an allowed action with a visible audit trail.

Connect
Read from the systems already used by the business.
Reason
Find relevant evidence and apply explicit operational rules.
Act
Complete approved follow-up through controlled integrations.

Connect sources without flattening their meaning.

A contract, CRM field, meeting note, and policy document have different owners and different levels of authority. The connection model should preserve that context.

01

Inventory the questions first

List the repeated business questions and decisions before selecting connectors. This prevents a broad ingestion project with no operational target.

02

Assign source authority

For each fact type, record the primary source, supporting sources, owner, freshness expectation, and conflict rule.

03

Carry access context

The system should query and present only information that the requesting person is permitted to use for that task.

Build the response from claims that can be inspected.

The user needs enough evidence to judge the answer without reading every source from the beginning.

01

Retrieve the relevant evidence

Use the question, role, client, case, or operational entity to find a small set of records from approved sources.

02

Resolve authority and freshness

Prefer the designated source, flag stale material, and stop when contradictory records cannot be safely resolved.

03

Compose with visible limits

Cite consequential claims, distinguish observed facts from interpretation, and state what is missing when the answer is incomplete.

Use the answer to prepare a controlled next step.

The system proposes or completes action according to impact, user role, policy threshold, and current evidence.

01

Prepare the action

Create a specific proposed change such as a CRM update, extension request, client email draft, or internal task.

02

Apply the approval rule

Low-risk routine work may proceed within limits. Financial, contractual, personnel, and unusual actions should reach the responsible reviewer.

03

Record and verify

Confirm the target system accepted the change, attach its identifier, and preserve the full route from evidence to outcome.

Readiness assessment

Find the first Business Brain use case worth building.

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

Assess your business