SimuAgent

SimuAgent creates and maintains digital twins of real-world systems — factories, supply chains, urban infrastructure, DeFi protocols — running continuous Monte Carlo simulations to predict failure points, optimize parameters, and stress-test proposed changes before they go live. Feed it a smart contract and SimuAgent simulates 10,000 attack scenarios. Feed it a factory floor layout and it identifies throughput bottlenecks. Feed it a city's traffic network and it models the impact of a new transit line. Results are delivered as probability distributions with confidence intervals. Enterprise pricing via annual stream in USDC, with per-simulation microtransactions for one-off queries.