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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# Product Acceptance Plan Template ## Purpose Define the criteria, responsibilities, and procedures for obtaining stakeholder acceptance of the solution prior to release. ## Ownership & Collaboration - Document Owner: Deployment Manager - Contributor Roles: Test Architect, Project Manager, Requirements Reviewer - Automation Inputs: Acceptance criteria catalog, test evidence matrix - Automation Outputs: `product-acceptance-plan.md` with criteria, schedule, workflow ## Completion Checklist - Acceptance criteria mapped to requirements and tests - Stakeholder roles and approval workflow documented - Acceptance schedule and evidence capture defined ## Document Sections 1. **Introduction** - Purpose, scope, and references to requirements and test plans. 2. **Acceptance Objectives** - Describe what acceptance seeks to validate and success definition. 3. **Stakeholder Roles and Responsibilities** - List stakeholders, their acceptance authority, and communication channels. 4. **Acceptance Criteria** - Map criteria to requirements, use cases, or quality attributes. 5. **Acceptance Tests and Evidence** - Identify tests, demonstrations, or reviews providing evidence. 6. **Schedule and Logistics** - Provide timeline, environments, data preparation, and checkpoints. 7. **Approval Workflow** - Outline sign-off steps, required artifacts, and decision-making process. 8. **Issue Management** - Define how acceptance issues are logged, resolved, and retested. 9. **Risks and Mitigations** - Document risks that may impact acceptance and mitigation plans. 10. **Acceptance Sign-off** - Include sign-off table with stakeholder names, roles, and dates. ## Agent Notes - Maintain traceability to requirements and test evidence to streamline audits. - Coordinate schedule with Deployment Plan and Test Evaluation Summaries. - Update status and evidence links promptly to keep stakeholders informed. - Verify the Automation Outputs entry is satisfied before signaling completion.