ai-enabled-hr-talent-automation

Backlog: Epics and User Stories

Title: Backlog: Epics and User Stories Version: 1.0 Owner: [TENANT_CONFIGURATION_REQUIRED — Product Owner] Status: Draft Last reviewed: 2026-09-07 Next review: [TENANT_CONFIGURATION_REQUIRED] Reviewers: Product, Engineering leads

Purpose and scope

High-level epic breakdown derived from product-requirements-document.md, for initial delivery planning. Detailed story-level backlog is maintained in the team’s tracking tool — [TENANT_CONFIGURATION_REQUIRED — e.g. Jira/Azure Boards project].

Epics

Epic Summary Key requirements covered
E1: CV Bank Ingestion Upload, parse, dedupe, secure storage FR-01–03
E2: TAN Lifecycle Create, approve, version JD FR-04–05
E3: AI Candidate Matching Explainable scoring against approved TAN FR-06
E4: Shortlist & Approval Human-gated shortlist workflow FR-07
E5: Interview Lifecycle Scheduling, feedback, L1/L2/client progression, rejection loop FR-08–12
E6: Offer Lifecycle Draft, approve, send, accept/decline FR-13–14
E7: Green Form & Verification Secure link issuance, document/history collection, verification FR-15–17
E8: Discrepancy Management Reporting, re-upload loop, HR-approved closure FR-18–19
E9: Employee Conversion Gate checklist, Employee ID issuance FR-20
E10: Downstream Integrations HRMS/payroll/IT/access/induction triggers FR-21
E11: Audit & Governance Full audit trail, approval matrix enforcement FR-22
E12: Platform Configuration Tenant/workflow/RAG/model configuration surfaces Configuration-first non-negotiable
E13: Security & AI Governance Foundations Guardrails, RBAC/ABAC, threat mitigations Non-negotiables 1–3

Sample user stories (illustrative — fake/demo context)

Risk register (delivery-specific)

Risk Mitigation
Scope creep into compensation-policy logic Explicitly out of scope per scope-assumptions-open-questions.md
Underestimating MCP server build effort Treat each MCP server as its own epic-sized effort per mcp-tool-governance.md onboarding process
AI evaluation infrastructure built too late Sequence ai-evaluation-strategy.md infrastructure alongside first skill, not after

Change control

Version Date Author Change
1.0 2026-09-07 Documentation package generation Initial creation