We have data, but still need to understand what it means

A meter reading, container marking, shipping document, weather observation and plume model each describe part of the incident. The challenge is turning those pieces into an actionable understanding of the hazard.

Technology approaches

Chemical identification databases

Properties, hazards and protective actions for the product you think you have.

CAMEO Chemicals

The NOAA and EPA chemical database, including reactivity between products.

ERG integration

The Emergency Response Guidebook available where the identification is being made.

Plume modeling

An estimate of where the product goes, built from inputs you supply.

GIS

Threat zones drawn against the actual streets, occupancies and populations at risk.

Instrument data integration

Readings collected into one record rather than written on a glove.

Companies working in this area

Listed alphabetically, not ranked. Everything below is reported by the company itself. Being listed is free and is not a recommendation — use the questions above when you talk to any of them.

All companies
  • FiSci

    Sydney, NSW

    Mitigate

    Mitigate shows you where fire will go before it starts, which fuel treatments actually reduce that risk and what each costs — and alerts you in real time when something ignites near your values at risk.

    Vendor reported

    Visit website →
  • Pano AI

    San Francisco, CA

    Pano Rapid Detect

    Pano Rapid Detect monitors for wildfire smoke and sends verified incident intelligence to response partners.

    Vendor reported

    Visit website →

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Evidence and research

Government, standards and peer-reviewed sources on this problem. Every address here was checked before it was published.

Official resourcePHMSA

Emergency Response Guidebook (ERG)

The current Emergency Response Guidebook, from the agency that publishes it.

Why it matters

The reference the initial isolation and protective action distances actually come from.

Official resourceNOAA and EPA

CAMEO Software Suite

The chemical database, mapping and modeling tools NOAA and EPA provide to responders at no cost.

Why it matters

Free, government-maintained, and already the basis of what several commercial products present back to you.

Official resourceNIOSH

Pocket Guide to Chemical Hazards

Exposure limits, physical properties and protective equipment for several hundred substances.

Why it matters

The authority behind the numbers a detection product shows you.

How these sources are labeled

Official resource
A government or standards body. Neutral, no commercial interest.

Nothing here is paid placement. Links are chosen because they are the clearest explanation we could find, and labeled so you know who wrote them.

What departments are asking

Mutual Aid

Drone platform for hazmat monitoring — what are people flying?

Need something that can carry a four-gas meter and survive decon. Our current airframe is not rated for it. What sensor are you carrying, and has it been validated in that configuration rather than on a bench? How are readings transmitted, and at what stand-off distance? How does decon affect the aircraft, and is the platform treated as disposable once it is contaminated? What is your plan if communications fail while it is over the release?

Example — the forum is not open yet