Demos
Agentic systems you can watch run.
Multi-agent orchestration is hard to convey in prose, so these are built to be watched. Each one shows specialist agents contributing to a shared, growing picture. No API keys required, every run simulated and deterministic.
- New
Decision support
AI-Driven Wildland Fire Response
Eight specialist agents read a simulated wildfire incident and assemble a fireground picture: spread prediction, structure triage, evacuation triggers, resource tracking, and an IC decision-support briefing. Pick a scenario, advance the operational clock, watch the orchestration run.
8-agent orchestrationWUI / ICSLeaflet + Rechartssimulated - New
Planning intelligence
AI-Driven Wildfire Mitigation Planning
The planning-side companion: a specialized internal intelligence platform fuses beetle kill, dead-and-down loading, structure density, topography, and historical + live weather into ranked mitigation wins for the US 285 corridor (thinning, fuel breaks, and home-ignition-zone work where they newly protect the most structures) and predicts outbreaks from live lightning.
8-agent orchestrationfuels & WUI planninglive lightning watchsimulated - Replay mode
Replay mode
A five-agent system, made watchable
Replay how five agents assemble a resume section from raw career notes: cluster, draft, critique, revise, emit. Framed as Monte Carlo Tree Search with the backup phase most production agent systems leave out. Pre-recorded and deterministic.
5-agent orchestrationMCTS framingreplaydeterministic