Phase 5 — Demo polish
IPPF Phase-3 Dashboard
Real ingestion, a real server-side warehouse, real KPI SQL, and a governed Ask IPPF assistant.
Provenance — the one rule
Every number on screen carries its tier. The three are never blended.
Real IPPF data
IPPF's own published figures, from IATI · GB-CHC-229476.
Real mechanism, stand-in payload
The ingestion is genuinely live; the content is not IPPF's.
Synthesised
Modelled from real distributions. Not IPPF's figures.
Dashboards & governance surfaces
Budget vs Actual
Region drill on real IATI budget/expenditure
ADeepFunding Allocation & Resource Efficiency
Corrected K05 mapping — utilisation vs absorption
ADeepYouth Engagement
Real target-vs-actual youth indicators
ADeepHumanitarian Services
CMIS maturity/facilities, small-cell suppression demo
CDeepGlobal Service Map
MapLibre + OpenFreeMap, real DHIS2 facility coordinates
BDeepMulti-Year Financial Trend
14 years of real IATI transactions
AMediumStrategic Pillar Alignment
K18/K19 — thematic share and concentration (HHI)
AMediumUIN as-is / as-was
The merge/split toggle
ARegistry
Governance & reference
Server-side DuckDB proven at /api/db-check. See PLAN.md for the full build plan.