SimGuard

SimGuard is a web app (with optional desktop agent) for running Monte Carlo simulations on business decisions without needing a quant team. Users upload a simple model (CSV inputs or a lightweight formula sheet), define uncertainty distributions (triangular, normal, lognormal, custom), and run thousands of simulations to see outcome ranges, probability of loss, and key drivers. It generates executive-ready outputs: tornado charts, percentile bands, VaR/CVaR-style metrics, and plain-English decision summaries. It also supports scenario libraries (best/base/worst plus correlated shocks) and versioning so teams can compare assumptions over time. This is a traditional app with AI assistance: AI helps map messy spreadsheet columns into variables, suggests plausible distributions from historical data, and flags modeling anti-patterns (double counting, impossible bounds, missing correlations). It’s not a magic oracle—just faster, cleaner simulation workflows.