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Governed risk intelligence · public entities

See the risk.
Defend the decision.

AI-powered risk intelligence for municipalities, fire services, and the pools that insure them — built on deterministic hazard and consequence models, and auditable end to end.

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Live Wildland–Urban Interface Illustrative demo
Synthetic Fuel Engine · structure-as-fuel spread
Flagship capabilities

Defensible quantitative cores, a governed AI surface

Risk intelligence, hazard modeling, and decision support — every response traceable, every citation linkable. Real physics and real data provenance, not a generic chatbot.

On the roadmap

Proposed upgrades

Beyond today’s live capabilities — modules in development, shaped with public-entity partners.

Query Explorer

It routes before it reasons

Facts come from lookups and retrieval — not model memory. The language model is spent only where genuine analysis is required. Pick a question and watch it route.

How it is built

One serverless spine, national coverage

A static React app on a global CDN talks to serverless Python engines that idle at zero. Every hazard domain is an added service on the same governed backbone — not a new product.

The data foundation

Built on authoritative public data — no gated dependencies

Governance · trust · auditability

The wedge for public-sector AI

A council, a regulator, and opposing counsel can all ask the same question — “on what basis?” — and the platform is built to answer it every time.

    Append-only audit ledger · SHA-256 hash-chained
    Every modeled number ships with a p10–p99 uncertainty envelope
    Research validation

    Peer-reviewed — including its own limits

    Original research backs the methods and documents where naïve models fail silently. For public-sector buyers and their counsel, that candor is a purchasing criterion.

    Bring governed risk intelligence to your entity

    A briefing walks through the platform’s capabilities on your jurisdiction’s own hazards — with the sources and the uncertainty attached.

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    Briefings available in English, French, Spanish, Portuguese, Italian, Greek, and Croatian.