Quantum-enhanced macroeconomic simulations with live World Bank data, Central Bank decoded signals, Trade Flow analysis and Climate-Economy projections. Built for sovereign wealth funds, development institutions, and ministries of finance.
Real-time data from World Bank Open Data API across GDP growth, inflation, debt, trade, and development indicators for 180+ economies.
Agent-based simulation of trade networks with live World Bank trade indicators. Tariff scenario testing, supply chain disruption modelling, and comparative advantage analysis.
| Country | Exports | Imports | Trade %GDP |
|---|---|---|---|
| Loading from World Bank... | |||
Live environmental data from World Bank linked to economic projections. Stranded asset risk, transition pathways, and climate damage estimation through 2100.
Quantum NLP decodes hawkish/dovish stance from central bank communications. Live rate tracking and policy direction forecasting for 20+ central banks.
Purpose-built models spanning DSGE, SVAR, Bayesian estimation, and deep reinforcement learning — each calibrated on decades of live data.
Real-time GDP from satellite, shipping, energy and financial flows — 6 weeks ahead of official releases.
Multi-factor SVAR with supply chains, wages, commodities, and central bank NLP communication analysis.
Bayesian country risk scoring using fiscal health, political stability and debt sustainability for 180+ nations.
Dynamic stochastic general equilibrium with heterogeneous agents, financial frictions, and ZLB constraints.
Vector autoregression with exogenous factors for bilateral trade flow forecasting and tariff impact analysis.
Integrated assessment linking NGFS climate scenarios to macro outcomes through 2100 for portfolio stress testing.
Hierarchical Bayesian panel estimation for cross-country growth regressions with time-varying parameters.
Deep reinforcement learning agent that discovers optimal fiscal-monetary policy mixes across macro regimes.
Johansen & ARDL bounds testing for long-run equilibrium relationships between macro variables with ECM correction.
Run millions of quantum Monte Carlo simulations with 1M+ heterogeneous agents — households, firms, banks, central banks — interacting in complex adaptive systems with feedback loops.
Monetary policy simulation, systemic risk assessment, stress testing. Model ripple effects of rate decisions across the real economy.
Long-horizon asset allocation with macro regime forecasting, demographic shifts, and 50+ year fiscal sustainability analysis.
Fiscal policy design, revenue forecasting, tax reform impact modelling, structural adjustment scenarios with confidence bands.
Poverty reduction modelling, infrastructure investment analysis, trade policy impact for emerging and frontier economies.
Request access to the Economic Modelling Platform. Live data from World Bank, Central Bank feeds, and climate databases.