Macro funds, sovereign wealth funds, and institutional investors need to quantify country-level structural risk, not as an ordinal rating, but as a probability distribution with explicit tail scenarios.
WorldSim lets you run your own trade thesis as a scenario configuration, testing rate paths, inflation regimes, sovereign stress, and energy shocks across 195 countries with full distributional outputs.
Current tools give you a rating or a point forecast. The market delivers a distribution.
Pre-packaged scenario subscriptions with fixed scenario sets. You get their scenarios, not yours. Can't test your specific trade thesis as a configuration.
Ordinal ratings (AAA to D) with no distributional information. You know Italy is BBB, but what's the probability it reaches BB under a stagflation scenario? Ratings can't answer that.
Backward-looking data and market prices. Excellent for what happened, but no structural forward-looking scenario engine. You can see the spread, but not model what drives it.
Expensive to build and maintain, narrow in scope (typically 3-5 macro variables), and rarely model cross-domain structural coupling. Most funds don't have them for country risk.
WorldSim turns macro trade ideas into quantified distributional outcomes, in minutes, not weeks.
Every output is a distribution (P10/P50/P90). You don't just see "debt rises"; you see the probability that Italian debt exceeds 190% GDP. The P90 tail is where the trade lives.
When you tilt rates and inflation, WorldSim automatically cascades the effects to debt service, fiscal stress, employment, migration, and housing: the structural feedback loops that drive sovereign spreads.
Run your exact thesis: "ECB holds at 4% while Italian inflation stays sticky at 5%+." Tilt any combination of the 26 KPIs with configurable persistence and decay. No waiting for a vendor's quarterly update.
Compare any two scenarios side by side: stressed Italy vs baseline Italy, or Italy vs Spain under identical conditions. The structural profile spider chart and bucket scores quantify the relative risk instantly.
Each question is a scenario you can run, producing the distributional output your risk models need.
The BTP-Bund spread question quantified. WorldSim models the debt-service cost spiral, fiscal squeeze, and the probability of debt exceeding 190% GDP under sustained stagflation.
Run the same rate scenario on Italy, Spain, Greece, and Germany simultaneously. Compare the distributional outcomes for housing, fiscal, and growth: the structural divergence that drives relative value trades.
The energy-inflation pass-through quantified with P10/P50/P90 bands. WorldSim's coupling rules model the cascade from petrol to CPI to rates to housing: the full transmission chain.
Italy's 65+ share is heading to 29%+. WorldSim models the pension cost spiral, tax base erosion, and immigration dependency: the slow-moving structural risk that sovereign CDS doesn't price until it's too late.
The tail scenario that stress-test desks need. WorldSim produces the full distribution, including the 10th percentile outcome where multiple structural pressures compound simultaneously.
Use WorldSim's Comparison Engine to run the same scenario across multiple countries. The Trajectory Index and structural bucket scores give you a quantified ranking, not a subjective analyst opinion.
Every major macro trade of the past three years has been a structural scenario question that WorldSim can model.
When Draghi resigned in July 2022, the BTP-Bund spread spiked 50bps in days. The market was pricing a structural question: can Italy service 145% debt/GDP with ECB rates at 4%? WorldSim models exactly this scenario: the interaction between rate path, debt dynamics, and fiscal space.
ECB moved from 0% to 4.5% in 14 months. The structural question every macro fund asked: "What breaks first: Southern European housing, corporate credit, or sovereign debt?" WorldSim's coupling rules model all three channels simultaneously with full distributional output.
The Truss mini-budget triggered a gilt market crash and pension fund margin calls. The structural lesson: fiscal expansion under inflationary conditions can produce non-linear sovereign stress. WorldSim's BSE (Black Swan Engine) rules model exactly these threshold effects.
Turkey: 15% → 85% → 65%. Argentina: 25% → 290%. Once inflation de-anchors, the spiral is self-reinforcing. WorldSim's BSE-07 (Inflation Spiral) rule fires when inflation exceeds 10% for 2+ years, triggering the compound deterioration that macro funds need to model for EM positions.
The core macro question: if ECB rates stay elevated while Italian inflation remains sticky and debt keeps climbing, what's the structural trajectory? We ran this exact scenario.
Italy's Trajectory Index drops to 0.43 under this scenario. Only 6% of simulated paths show improvement. The domain scores tell the story: Income falls to 0.39 (GDP per capita declines 10.9% from $43,161 to $38,468), Fiscal to 0.37 (debt reaches 166.7% of GDP), Cost of Living to 0.29 (inflation nearly doubles), and Demographics to 0.17 (ageing accelerates, fertility drops to 1.02, net migration falls 29%). Housing (0.66), Technology (0.73), and Energy (0.83) remain resilient; this is a fiscal-demographic crisis, not a broad collapse.
This is the number macro funds care about most. Italian public debt rises from 134% to 166.7% of GDP at the P50 median. But the tail tells the real story: the P90 pessimistic scenario shows debt reaching 194.3% of GDP, the level that triggers restructuring conversations. Government expenditure rises to 52.2% of GDP (P90: 58.3%) while revenue barely keeps pace at 47.1%. The fiscal squeeze is structural, not cyclical.
The inflation fan chart shows the acute phase: the P90 pessimistic path spikes toward 15% around 2027 before the coupling rules pull it back. The P50 median settles around 8-10% during the stress period, eventually reverting to ~2-3% by 2040. The 2040 distribution histogram shows the fat tail clearly: most outcomes cluster around 3-4%, but a meaningful fraction remains above 5%. This is the inflation regime risk that drives the rate path trade.
WorldSim's Black Swan Engine triggers BSE-03 (Sovereign Debt Crisis) immediately in 2025. Italy's debt above 140% combined with inflation above 5% crosses the crisis threshold. This activates the most severe coupling cascade: 54 negative rules fire vs only 7 positive. Debt-Service Stress, Social Stress, and Monetary Tightening Response compound the damage. By 2031, Tax Wedge Employment Drag and Demographic Winter Alert join the cascade.
The Comparison Engine puts the stressed Italy (TI 0.43) against the baseline (TI 0.44). Because the tilts revert after 5 years, the 2040 comparison shows partial recovery; the headline gap is just 1 point. But the structural scars are visible in two domains: Fiscal drops from 42 to 37 (the debt overshoot leaves a lasting mark), and Demographics collapses from 25 to 17 (the crisis accelerates brain drain and depresses fertility further). Income, Housing, Labour, Energy, and Technology converge back, confirming that the acute fiscal-demographic damage persists even after the macro shock passes.
This scenario quantifies the Italian sovereign risk that the BTP-Bund spread is trying to price. The P50 median shows debt reaching 167% of GDP, serious but potentially manageable. The P90 tail shows 194%: restructuring territory. The coupling rules reveal that once BSE-03 (Sovereign Debt Crisis) fires, the cascade is self-reinforcing: debt-service costs rise, forcing austerity, which contracts GDP, which worsens the debt ratio further. A macro fund can use WorldSim to quantify not just the direction but the distribution of Italian sovereign risk under any rate + inflation + fiscal configuration, and compare it against any other country in minutes.
Run any trade idea as a structural scenario, with full distributional outputs across 26 KPIs and 195 countries.