Wargaming Simulation for Real-World Planning
Model scenarios on real terrain, run them at scale, and measure what actually works.
Military planners need to know what works before people are in harm's way. Today that answer takes months: specialized software, dedicated analysts, huge contracts. Most of the time, commanders go with gut feel or whatever the last exercise revealed.
Force design decisions get made on intuition, spreadsheets, and PowerPoint. There is no place where a planner can model a scenario on real terrain, run it a thousand times, change one variable, and measure the delta.
REAL PHYSICS. REPRODUCIBLE MONTE CARLO. ANY BROWSER.
Darwin is a physics-based wargaming platform that runs in a browser. Real orbital mechanics, real terrain, real engagement physics across mission modules for counter-UAS, space warfare, and more.
Full kill chain: detect, track, classify, engage, assess. Adaptive adversaries that learn from losses, exploit gaps, and escalate. AI-driven crews that operate with doctrinal decision logic. Every run is keyed to a seed: same seed, same scenario, same answer, every time. Open a browser, set up the scenario, run it a thousand times. Instead of one person's best guess, you get hard probabilities. Minutes, not months.
Darwin sits in the same category as AFSIM, STORM, and JWARS; analytic wargames with a modern interface, AI-assisted scenario authoring, and an architecture built for the hours-to-answer workflow analysts actually need. It is not a game engine, not a pure physics solver, and not a chatbot with a 3D skin.
Built on
Janes data.
For over a century, Janes has been the authoritative source of the world's most complete collection of defense data.
Darwin is built on Janes. Every threat, effector, radar, and jammer in a Darwin scenario is supported by available Janes-backed specifications: effective range, payload characteristics, detection envelopes, engagement parameters. When a Darwin Monte Carlo returns a probability distribution, it's running against the same ground truth that has informed defense analysis for decades. No invented systems. No approximated physics. Analytic credibility, from the first run.
Problems DARWIN
Solves
Wargaming and Simulation
Model real scenarios on real terrain, run them at scale, and see what actually holds. Darwin gives planners and analysts a browser-native environment to simulate multi-domain engagements, stress defensive architectures, and generate quantitative after-action analysis across the full kill chain. Not just a one-off outcome, but hard probabilities backed by reproducible runs.
Technical Experiments
Field exercises are expensive, slow, and often start with too many unknowns. Darwin enables digital technical experiments before live events begin, giving teams a way to test configurations, evaluate new technology, and understand likely outcomes in minutes instead of months. The result is fewer surprises in the field and better data before the first asset is deployed.
Before a new system gets bought, fielded, or trusted, Darwin shows how it performs against the threats that matter. Teams can benchmark sensors, effectors, drones, and defensive systems against representative scenarios, compare outcomes, and understand cost, coverage, and operational tradeoffs before committing real budget and real time.
Darwin helps operators answer the question every base eventually faces: what goes where, and what happens if it does not? By placing assets on real terrain and testing different layouts against expected threats, teams can identify blind spots, optimize defensive posture, and avoid expensive, last-minute changes after systems are already on the ground.
deploy
anywhere.
Secure Cloud, On-Prem, Integrated or Standalone.
Darwin deploys to meet your requirements.
Darwin runs in the cloud entirely on Google Cloud in a single container. Cloud Run delivers the browser-native experience. No installs, no specialized hardware, no three-month setup. Gemini-generates scenarios in seconds, runs AI C2, and drafts after-action reviews grounded in US military doctrine (JP, FM, MCWP), structured by S/J-staff section.
Schedule a demo
To learn more about Darwin and what it can do, schedule a demo with our team.
