Knowledge Graph · Use cases

Task views for the questions revenue teams actually ask.

Each view starts from an owner, next action, evidence state, and deadline. The relationship model supports the work; it is not the interface goal.

Private Implementation Program · Selected engagements

01

Quote Control Tower

Prioritize quotes blocked by cost, supplier response, approval, customer action, or SLA.

Evidence
Source record, observed time, mapping version, and fact class
Action
Named owner, next step, exception reason, and review state
02

Revenue attribution

Trace a paid outcome back through quote, RFQ, product page, and acquisition evidence.

Evidence
Source record, observed time, mapping version, and fact class
Action
Named owner, next step, exception reason, and review state
03

Supplier evidence

Compare response, availability, lead-time, validity, and downstream quote outcomes.

Evidence
Source record, observed time, mapping version, and fact class
Action
Named owner, next step, exception reason, and review state
04

Product enrichment

Rank verified catalog gaps by observed RFQ and commercial evidence—not invented future revenue.

Evidence
Source record, observed time, mapping version, and fact class
Action
Named owner, next step, exception reason, and review state
05

Margin explanation

Connect the accepted quote, cost basis, exchange context, payment, and recorded margin.

Evidence
Source record, observed time, mapping version, and fact class
Action
Named owner, next step, exception reason, and review state
06

Exception investigation

Follow delivery failures, sync retries, identity conflicts, and reconciliation gaps.

Evidence
Source record, observed time, mapping version, and fact class
Action
Named owner, next step, exception reason, and review state
07

Account timeline

Review the ordered commercial evidence for an account without exposing unrelated tenants.

Evidence
Source record, observed time, mapping version, and fact class
Action
Named owner, next step, exception reason, and review state

Design Partner Module

Start with one revenue path you need to explain.

Inventory the authoritative sources, define the identity contract, and prove a shadow projection before changing an operational workflow.