1
Observe
Twin monitors event streams from Stripe, QuickBooks, Chargebee, NetSuite, Salesforce, and HubSpot for invoice changes, payments, subscription events, and pipeline updates.
2
Orient
Twin classifies the event by financial entity, urgency, and close calendar impact. It tags it as invoice, payment, renewal, reconciliation, or forecast signal.
3
Context Assembly
Twin resolves the customer, contract, subscription, and invoice, and assembles a contextual dossier from the Spine Fabric.
4
Reason
Twin evaluates against revenue recognition rules, close policies, and historical patterns. It identifies anomalies, variances, and risks.
5
Discover
Twin queries for missing context: open opportunities, prior payments, recognition schedules, or related exceptions.
6
Delegate
Twin routes the assembled dossier to the appropriate human or agent with a recommended action.
7
Collaborate
Twin supports back-and-forth refinement: answering questions, adding evidence, or adjusting the recommendation based on human input.
8
Decide
The human or pre-authorized agent confirms the action. Twin records the decision rationale.
9
Act
Twin invokes the governed capability, writes to the source system, and generates a receipt.
10
Continue
Twin updates continuity state so the next session or handoff retains full context.