Millennium Business

Business Discovery

Turn owner-approved sources into clear, reviewable knowledge without scraping, publishing, or activating a provider.

Showcase · Not live

Customer walkthroughTest & approve Business Discovery0/4 checked

Step 1Choose an approved source
Step 2Review proposed business facts
Step 3Check evidence and conflicts
Step 4Confirm nothing publishes silently

Readiness

Review before anything advances

Owner review

1Authority verified
2Sources authorized
3Extracted
4Owner review
5Approved
6Simulated
7Test call ready
8Shadow ready
9Overflow ready
10Live eligible

Claims

Evidence, risk and boundaries

Review proposals

This showcase contains two safe example claims. Real approvals require an authenticated owner and immutable evidence references.

Service area

Within 20 miles

Confidence: 96%
Risk: R1
Decision: MAY_ANSWER
Conflict: Clear

2 immutable evidence references · Owner approval required

Emergency requests

Human handoff required

Confidence: 100%
Risk: R5
Decision: MUST_ESCALATE
Conflict: Resolved

2 immutable evidence references · Owner approval required

Strict policy

Answer, propose, act, or escalate

Every use is evaluated against the exact effective knowledge and policy versions. Conflict, low confidence, missing approval, or high risk fails closed to human escalation.

MAY_ANSWER — answer only from cited approved knowledge
MAY_PROPOSE — prepare a reversible proposal for review
MAY_ACT — only a named low-risk policy may permit an action
MUST_ESCALATE — stop and hand control to an authorized person