Risk & Scenario Modeling
Quantify uncertainty, don't fear it.
Monte Carlo simulation, Value at Risk, FX exposure analysis, and stress testing — all through natural language on your actual data.
Enterprise risk should not require a quant team
Risk registers exist in static spreadsheets that nobody updates or reads
FX exposure is calculated once a quarter — but currencies move every day
Commodity price sensitivity is guessed at, not modeled with real data
Monte Carlo simulations require specialized software and quant developers
Stress testing is a compliance exercise, not a decision-making tool
Credit risk is managed reactively — after the customer misses payment
Capabilities
What you can do
Monte Carlo Simulation
10,000+ scenario simulations with correlated risk factors — volume, price, and FX shocks. Get probability distributions, VaR, and CVaR in seconds.
Value at Risk (VaR)
Historical, parametric, and Monte Carlo VaR at 95% and 99% confidence. Conditional VaR for tail risk. Portfolio-level and individual position analysis.
FX Exposure Analysis
Net exposure by currency pair. Natural hedging opportunities where revenue and costs share currency. Hedge ratio optimization and instrument recommendations.
Commodity Sensitivity
Model P&L impact of commodity price changes. Link raw materials through BOM to finished goods costs. Correlation analysis between commodities.
Credit Risk Scoring
Customer credit score distribution, concentration risk analysis, Expected Credit Loss modeling, and aging bucket analysis with probability-weighted outcomes.
Stress Testing
Pre-built scenarios (recession, supply shock, stagflation) and custom what-if analysis. Waterfall impact charts show cascading effects across your business.
How It Works
Three steps to insight
Connect Your Data
Upload CSV, Excel, or connect to your ERP. Aantic AI automatically understands your star schema — dimensions, bridges, and fact tables.
Ask in Natural Language
Skip the dashboards. Ask: "What's our gross margin by region?" or "Run a Monte Carlo simulation on next quarter's revenue."
Get Actionable Insights
Receive data tables, charts, forecasts, and risk analyses — with the Python code behind every answer. Export to Excel with one click.
Try Asking
Questions you can ask today
“Run a Monte Carlo simulation on next quarter revenue”
“What is our Value at Risk at 95% confidence?”
“Show FX exposure — net position by currency”
“If EUR drops 15% and steel rises 25%, P&L impact?”
“Show the risk register sorted by expected loss”
“Calculate expected credit loss for our top 5 customers”
“Create a risk heatmap — probability vs impact matrix”
“Optimal hedge ratio for our EUR exposure?”
“Recession stress test — demand drops 20%”
“Commodity price trends — which are most volatile?”
Compatible Data