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