Oliver/gmal-scope-builder
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4 commits

Author SHA1 Message Date
DJP
82046c784c P1: Role-specific efficiency profiles + BTG tool efficiencies 
Backend:
- New models: MatchFeedback, EfficiencyProfile, EfficiencyRate, ToolEfficiency, ToolEfficiencyRate
- 3 preset profiles seeded: Conservative, Moderate, Aggressive with per-discipline rates
- 6 BTG tools seeded: Pencil, OMG, Creative X, Cortex, Semblance, Share of Model
- Efficiency API: CRUD for profiles and tools at /api/efficiency/
- team_shape.py: accepts profile_rates + tool_rates (per-discipline, additive, capped at 90%)
- team-shape endpoint: accepts profile_id and tool_ids query params
- Programme roles always exempt regardless of method

Example: Moderate profile + Creative X + Pencil → Account Mgmt 10%, Creative 70%, Production 65%

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-09 13:48:30 -04:00
DJP
1c3f6fe78f Add AI/Automation efficiency adjustment for team shape 
- Efficiency preview: toggle 10/25/50/75/90% to see adjusted FTE live
- Programme roles NOT reduced (they don't scale with AI)
- Excel export: select multiple efficiency levels, each gets its own tab
  showing original vs adjusted hours/FTE/headcount with hours saved
- Export buttons on both Ratecard and Team Shape tabs
- team_shape service accepts efficiency_pct parameter

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-28 10:36:44 -04:00
DJP
0a5b552ad2 Add Team Shape calculator (Phase 2) with FTE per role 
- Team shape service: total_hours / 1800 = FTE per role
- Programme roles (6) flagged separately from delivery roles
- New API endpoint GET /projects/{id}/team-shape
- Team Shape tab in frontend with summary stats and role breakdown
- Sheet 3 "Team Shape" in Excel export with discipline grouping,
  delivery vs programme split, FTE, rounded headcount, and summary
- Full GMAL catalog matching (replaced pre-filter with compact catalog)
- Upload progress stages with live polling

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-27 19:32:34 -04:00
DJP
e18976fdb2 Initial commit - GMAL Scope Builder 
Dockerized web app (FastAPI + React + PostgreSQL) for scoping client ratecards
against the GMAL master asset database. Features:
- GMAL data ingestion from Excel (390 assets, 120 roles, 5 model types)
- AI-powered document parsing and asset extraction (Claude Opus 4.6)
- AI matching engine with parallel batching, confidence scoring, caveats
- Ratecard builder with hours x volume calculation
- Excel and PDF export
- GMAL browser and inline editor
- AI cost tracking per project (persisted to DB)
- Debug panel for AI call inspection
- Dark theme UI with gold (#FFC407) accent

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-27 17:35:14 -04:00