Build status · v3.0 Demo data
Where the platform stands
Current version
- Platform v3.0 — Phase 3 data integrity & model transparency
- Data version demo-2026.10
- Scenario model elasticity-0.3
Completed modules
- Provenance data model (status, definition, methodology, comparability, confidence, version)
- “Why?” panels on facts and modelled results
- Structured Policy Advisor with 15-section answers and Challenge mode
- AI tool layer over platform data
- Scenario engine: 21 levers in 6 groups, 22 outputs, baseline/target years
- Policy objective structure
- Sector comparison & 15-criteria opportunity scoring
- Regional value-chain and spill-over data structures
- Phase 3: source registry, indicator catalogue, stored data statuses (Lovable Cloud)
- Phase 3: model registry with assumptions, versions and validation table
- Phase 3: transparent Advisor selection — weights, constraints, alternatives, status quo, sensitivity
- Phase 3: baseline / scenario / difference with assumption ranges and computed confidence
- Phase 3: sector score factors, weights and ranking sensitivity
- Phase 3: Data quality dashboard (Sources & Evidence)
Data status
- 60 data points tracked
- 0 DEMO, 60 VERIFIED or other
- 30 with LIMITED comparability
- Sector attributes beyond shares: ESTIMATED
AI capabilities
- Demo engine composes answers only from tool outputs — no live AI yet
- 19 tools defined: get_country_profile, get_indicator, get_sector_data, get_trade_data, get_fiscal_data, get_human_development_data, get_endowments, get_source, search_sources, create_scenario, run_scenario, compare_scenarios, analyse_distributional_effects, analyse_fiscal_effects, analyse_trade_effects, analyse_employment_effects, analyse_human_development_effects, challenge_recommendation, generate_report
Scenario engine status
- Transparent linear elasticities with lag profiles
- Every result labelled MODELLED with model card
- No CGE, no optimisation, regional spill-overs mapped but not quantified
Known limitations
- Coefficients are illustrative, not calibrated for individual countries
- Fiscal/trade baselines are generic estimates
- Conversations and scenarios saved in this browser only
- Not yet built: policy causal chains, quantified regional effects, user-editable objective weights, human-development links in the model
Demo data remaining
- All country indicators
- All sources unverified
- Value-chain fit scores
- Sector archetype attributes