Guided synthetic-data demo
Sales-to-Implementation Handoff Validator
See how scattered deal-room evidence becomes a reviewable implementation-readiness decision without allowing AI to start delivery or make contractual decisions.
1 · Source package
Inspect the evidence before accepting the summary.
Signed order form Highest authority
Kickoff target: 18 August. SSO listed as an included implementation requirement. Customer security approval is required before production access.
Solution design Technical evidence
Design notes describe SAML SSO and a historical-data migration. Migration volume and customer data owner remain unconfirmed.
CRM opportunity Commercial context
Close notes mention a 12 August kickoff and describe the data migration as “likely phase two,” conflicting with the solution design.
Discovery notes Supporting context
The customer expects procurement and security review to finish before kickoff. No named customer security owner appears in the notes.
Handoff message Unverified summary
Sales reports that the account is ready to begin immediately. The message contains no linked approval evidence.
2 · Reconciled findings
Challenge each finding against its source.
Customer security approval has no confirmed owner or completion evidence.
Supporting evidence: Signed order form and discovery notes.
Contradicting evidence: Handoff message says the account is ready, but provides no approval record.
Proposed clarification: Name the customer security owner and attach approval evidence before confirming kickoff.
Kickoff is recorded as both 12 August and 18 August.
Source hierarchy: The signed order form supports 18 August; the CRM note contains the earlier date.
Proposed clarification: Confirm the operating date with the implementation owner and record the approved baseline.
Historical migration appears in technical design but not in confirmed commercial scope.
Supporting evidence: Solution design includes migration; CRM notes describe it as a possible later phase.
Proposed clarification: Decide whether migration is included, conditional, or excluded before delivery planning.
3 · Human approval gate
The implementation manager decides what proceeds.
Choose a representative disposition to preview the controlled output. The demo records the decision locally in this page only; it does not create projects, tasks, or customer communications.
Controlled output preview
- Decision record with reviewer-selected disposition
- Source-linked findings and unresolved clarification tasks
- Approved internal kickoff baseline or return package
Apply this pattern
Discuss one implementation handoff worth validating.
Start with the deal sources your team already uses, the failure point that creates rework, and the approval owner who must stay in control.
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