invoice-master-poc-v2/docs/product-plan-v2-CHANGELOG.md

Product Plan v2 - Change Log

[v2.1] - 2026-02-01

New Features

Epic 7: Dashboard Enhancement

• Added US-7.1: Data quality metrics panel showing annotation completeness rate
• Added US-7.2: Active model status panel with mAP/precision/recall metrics
• Added US-7.3: Recent activity feed showing last 10 system activities
• Added US-7.4: Meaningful stats cards (Total/Complete/Incomplete/Pending)

Annotation Completeness Definition

• Defined "annotation complete" criteria:
  • Must have invoice_number OR ocr_number (identifier)
  • Must have bankgiro OR plusgiro (payment account)

New API Endpoints

• Added GET /api/v1/admin/dashboard/stats - Dashboard statistics with completeness calculation
• Added GET /api/v1/admin/dashboard/active-model - Active model info with running training status
• Added GET /api/v1/admin/dashboard/activity - Recent activity feed aggregated from multiple sources

New UI Components

• Added 5.0 Dashboard Overview wireframe with:
  • Stats cards row (Total/Complete/Incomplete/Pending)
  • Data Quality panel with percentage ring
  • Active Model panel with metrics display
  • Recent Activity list with icons and relative timestamps
  • System Status bar

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[v2.0] - 2024-01-15

• Initial version with Epic 1-6
• Batch upload, document management, annotation workflow, training management