Authoritative sources
Catalogs, websites, CRM, ERP, finance, mail, and Revenue Operations
Revenue Operations · Design Partner Module
Know why revenue happened.
An evidence-backed projection across product, RFQ, supplier, quote, order, payment, and margin records—without replacing the systems that own them.
Private Implementation Program · Selected engagements
Operating boundary
Connect the evidence. Keep each source in charge.
The module turns append-only commercial events into a reproducible relationship projection. It does not become the hidden master database.
Append-only events
Idempotent facts with source identity, event time, schema version, and tenant
Reproducible projection
Versioned entities and relationships that can be rebuilt and reconciled
Task views
Operational queues and explanations designed for a decision—not a decorative graph
Proof before inference
Every relationship must explain where it came from.
Facts, deterministic derivations, human assertions, and model recommendations remain visibly different.
Projection, not replacement
CRM, ERP, catalog, finance, and Revenue Operations remain authoritative. The graph is rebuilt from versioned events.
Evidence on every relationship
Each edge carries source, source record, mapping version, observed time, and fact class.
Deterministic product identity
Manufacturer plus exact MPN is the identity boundary; fuzzy model guesses cannot silently merge products.
Financial precision
Financial facts require currency and the time at which the amount was observed.
AI stays optional
The module works with AI disabled. Recommendations are read-only until a person reviews them.
Task views
A graph earns its place by improving a decision.
Operators enter focused queues and timelines, not an abstract network canvas.
Quote Control Tower
Prioritize quotes blocked by cost, supplier response, approval, customer action, or SLA.
Revenue attribution
Trace a paid outcome back through quote, RFQ, product page, and acquisition evidence.
Supplier evidence
Compare response, availability, lead-time, validity, and downstream quote outcomes.
Product enrichment
Rank verified catalog gaps by observed RFQ and commercial evidence—not invented future revenue.
Margin explanation
Connect the accepted quote, cost basis, exchange context, payment, and recorded margin.
Exception investigation
Follow delivery failures, sync retries, identity conflicts, and reconciliation gaps.
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.