Interior view of a firefighter advancing a hoseline in heavy smoke, seen alongside the thermal image the crew is working from.

We collect data nobody uses

Years of CAD, RMS, ePCR, staffing and response data may exist while deployment and operational decisions are still made primarily from anecdote.

Technology approaches

Operational analytics

Analysis aimed at a decision somebody is actually about to make.

Before you buy

  • Start from the decision you need to make, not the dashboard you were shown.
  • A dashboard nobody has a standing reason to open is money spent on a screensaver.

Dashboards

A small number of questions answered well, rather than every field displayed.

GIS analysis

Demand, response and risk seen against the geography they happen in.

Workload and concurrency analysis

How often demand exceeds what is available, which is the question staffing arguments turn on.

Performance reporting

Consistent measures reported the same way over time, so a trend means something.

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
  • 3Di Systems

    Brea, California

    3Di Engage

    Fire prevention and CRR platform for inspections, code enforcement, violations, permits, re-inspections, GIS, and compliance analytics.

    Vendor reported

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  • Abbott

    Abbott Park, Illinois

    i-STAT Alinity

    Connected handheld point-of-care blood analyzer providing rapid cartridge-based diagnostic testing from a small blood sample.

    Vendor reported

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  • Adashi Systems

    Adashi FirstResponse MDT

    Adashi FirstResponse MDT gives responders mobile access to incident information for response and scene management.

    Vendor reported

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  • AirData UAV

    El Dorado Hills, California

    AirData Public Safety

    Drone fleet and compliance management platform for public safety UAS programs.

    Vendor reported

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  • Alchera X

    Los Angeles, CA

    FireScout

    AI wildfire-detection software that analyzes camera imagery to identify and alert on potential fires.

    Vendor reported

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  • Aloft Technologies

    Syracuse, New York

    Aloft Air Control

    UAS fleet, airspace, authorization, compliance, and flight-management platform for public safety drone programs.

    Vendor reported

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  • Alpine Software

    Fairport, New York

    RedAlert

    Fire-specific records management platform combining NERIS reporting, CAD data, personnel, training, prevention, scheduling, apparatus, attendance, and mobile applications.

    Vendor reported

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  • BuildingReports

    Suwanee, Georgia

    ComplianceCenter

    Web-based compliance hub that allows AHJs to receive and manage electronic fire and life safety inspection reports.

    Vendor reported

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  • CentralSquare Technologies

    CentralSquare One

    CentralSquare One connects public safety systems and incident information across dispatch, field response, records, and other workflows.

    Vendor reported

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  • ClearGov

    ClearGov Budget Cycle Management

    Budgeting, capital planning and personnel budgeting for local government, with a published budget book at the end of it.

    Vendor reported

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  • Cloudpermit

    Reston, Virginia

    Cloudpermit Inspections

    Municipal inspection platform supporting recurring fire safety inspections, violations, follow-up, GIS routing, reporting, and offline field work.

    Vendor reported

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  • Conflation Labs

    San Francisco, California

    Fireline Intelligence

    Fireline Intelligence uses AI to turn fire incident, RMS, NERIS, and NFIRS data into actionable insights for operational analysis, reporting, grants, and decision-making.

    Vendor reported

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  • Darkhorse Emergency

    Edmonton, Ontario

    Darkhorse Response and Darkhorse Risk

    Darkhorse Response Turns incident and response data into insights chiefs use to make faster, more confident decisions. Darkhorse Risk Maps community fire risk using local and national data, revealing hotspots to act on with evidence.

    Vendor reported

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  • Deccan International

    Deccan Software Suite

    Deccan helps fire and EMS leaders analyze deployment, coverage, move-ups, run cards, and emergency response planning.

    Vendor reported

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  • Digitech

    Chappaqua, NY

    Ambulance Commander

    Ambulance Commander provides an efficient interface for data, reporting, and analytics related to all EMS revenue.

    Vendor reported

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  • EmberSat

    Flagstaff, Arizona

    EmberSat continuously analyzes public satellite imagery to identify likely wildfire ignitions, prioritize them, and deliver operational alerts and mapped intelligence to dispatchers across large, remote areas.

    Vendor reported

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  • Emergency Medical Resolutions Inc. (EMR Inc.)

    Lakewood Ranch, United States

    OHPAH

    OHPAH gives individual career firefighters permanent ownership of their occupational health record. It tracks fire exposure, sleep debt, and work intensity automatically, using dispatch data instead of manual logging.

    Vendor reported

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  • ESO

    Austin, TX

    ESO Fire RMS

    ESO Fire RMS helps fire departments manage incident reporting, inspections, personnel, assets, checklists, hydrants, and NERIS submission.

    Vendor reported

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  • Esri

    Redlands, California

    ArcGIS

    Enterprise GIS and location-intelligence platform for mapping, spatial analysis, field data collection, dashboards, real-time operations, and public safety decision support.

    Vendor reported

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  • Fire Aside

    San Anselmo, CA

    Fire Aside helps fire agencies manage wildfire mitigation programs and community resilience work.

    Vendor reported

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  • FireInspection360

    Fire prevention platform combining inspections, permits, plan review, ITM reporting, investigations, preplans, hydrants, and public-facing workflows.

    Vendor reported

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  • Fireproof Tech

    Denver, Colorado

    Fireproof RMS

    All-in-one RMS with built-in customization, reporting, and AI (including our MCP connector) giving agencies the exact RMS they need. The first NERIS-certified RMS, covering ePCR, Assets/PPE, Occupancy/Preplans, Training, Hydrants, Inspections/Permits, Investigations, and more.

    Vendor reported

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  • First Arriving

    First Arriving Platform

    First Arriving displays critical agency information from connected systems on dashboards, station screens, web, mobile, and tablets.

    Vendor reported

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  • FirstWatch

    Carlsbad, CA

    FirstWatch turns CAD, RMS, ePCR, ProQA, and hospital data into real-time dashboards, triggers, and alerts.

    Vendor reported

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  • Flash Inspector

    Atlanta, Georgia

    AI-assisted fire inspection platform that uses video and automated code analysis to help fire departments complete inspections and reports faster.

    Vendor reported

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  • Gasmet Technologies

    Vantaa, Finland

    GT5000 Terra

    Portable FTIR gas analyzer capable of identifying thousands of gases and simultaneously quantifying multiple compounds in real time.

    Vendor reported

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  • GeoComm

    St. Cloud, MN

    GeoComm Indoor Safety

    GeoComm Indoor Safety gives fire departments interactive, public-safety-grade indoor maps with searchable rooms, entrances, fire protection systems, and hazards—helping crews preplan, navigate complex buildings, coordinate response, and make faster, safer decisions.

    Vendor reported

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  • GovPilot

    Brick, New Jersey

    GovPilot Fire Prevention

    Cloud-based municipal fire prevention platform with mobile inspections, permitting, records, GIS, and constituent workflows.

    Vendor reported

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  • GrayWolf Sensing Solutions

    Shelton, Connecticut

    DirectSense XM

    Modular multi-gas sensing platform supporting toxic gases, VOC/PID, oxygen, environmental measurements, mobile-device connectivity, and cloud monitoring.

    Vendor reported

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  • Hotwash

    Cambridge, MA

    After-action review platform to capture lessons for the next generation.

    Vendor reported

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  • ImageTrend

    Eagan, Minnesota

    ImageTrend Elite Fire

    Fire RMS for NERIS incident reporting, inspections, training, preplans, analytics, and related operational records.

    Vendor reported

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  • Inspect Point

    Troy, New York

    Fire protection contractor platform for inspections, deficiencies, service, proposals, work orders, invoicing, and AHJ compliance submissions.

    Vendor reported

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  • InTime

    InTime helps public safety agencies manage schedules, overtime, leave, events, reporting, integrations, and timekeeping.

    Vendor reported

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  • Intterra

    AwareUS

    AwareUS is America’s authoritative emergency information network, powering native mobile apps such as AwareCA with free, agency-led updates for your community.

    Vendor reported

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  • Julota

    Colorado Springs, CO

    Julota MIH-CP Platform

    Cloud-based community-paramedicine platform connecting EMS, healthcare, behavioral health, and community-service data and workflows.

    Vendor reported

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  • Juvare

    Dunwoody, GA

    WebEOC Nexus

    Cloud-based EOC and incident-management platform for maintaining a common operating picture across agencies and partners.

    Vendor reported

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  • LIV

    Pocatello, Idaho

    LIV Platform

    Fire prevention platform combining third-party ITM compliance, fire department inspections, permits, premises management, deficiency tracking, and analytics.

    Vendor reported

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  • Mapbox

    San Francisco, California

    Mapbox Platform

    Developer location platform for building customized maps, navigation, routing, search, geospatial visualization, and location-aware public safety applications.

    Vendor reported

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  • Mark43

    Mark43 CAD

    Mark43 CAD helps agencies manage call intake, dispatch, unit coordination, response plans, and field work across law, fire, and EMS.

    Vendor reported

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  • Neutron Edge

    Los Altos, CA

    AI Co-Pilot Routing Software

    Intelligent in-vehicle routing for crews to avoid delays and safety risks while on-route to incidents.

    Vendor reported

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  • OneDose

    Bloomington, MN

    Protocol management, weight-based dose calculation, barcode medication cross-check, Narcotic Tracking, QA/QI, and more, all in one platform. Free protocol tier for any department. Integrates with ESO, ImageTrend, First Due, and more.

    Vendor reported

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  • OroraTech

    OroraTech Wildfire Solution

    OroraTech uses satellite data, thermal sensors, AI, alerts, maps, and analytics to detect and monitor wildfires.

    Vendor reported

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  • RapidSOS

    RapidSOS Unite

    RapidSOS Unite gives emergency services access to connected safety data for dispatch and field response.

    Vendor reported

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  • ResponderOS, Inc.

    Miami, Florida

    EMS SOAP

    EMS SOAP helps medics complete narratives faster with AI voice dictation trained for medical terminology. The platform organizes reports into the agency’s approved format, flags missing or conflicting details, and keeps the medic in control.

    Vendor reported

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  • Samsara

    Samsara Fleet Telematics

    Samsara Fleet Telematics helps public agencies track vehicles, diagnostics, routing, fuel, safety, compliance, and maintenance.

    Vendor reported

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  • Sansio

    Duluth, MN

    HealthEMS / MobileTouch EMS + Fire

    Sansio HealthEMS and MobileTouch support EMS ePCR and fire documentation from one platform.

    Vendor reported

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  • SCM Products

    Hauppauge, New York

    Fire Rescue Systems

    Modular fire department management and records system combining incident reporting, dispatch, personnel, inventory, training, mobile operations, and NERIS.

    Vendor reported

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  • SENSIT Technologies

    Valparaiso, Indiana

    SENSIT GOLD 3

    Connected multi-gas detector for combustible-gas investigation, toxic-gas monitoring, oxygen measurement, gas-leak pinpointing, and emergency response.

    Vendor reported

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  • Siemens Healthineers

    Malvern, Pennsylvania

    epoc Blood Analysis System

    Handheld wireless point-of-care blood analyzer providing blood gas, electrolyte, and metabolite results in less than one minute for prehospital and transport care.

    Vendor reported

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  • Stationwise

    San Francisco, California

    Stationwise is a drag-and-drop staffing and scheduling platform purpose-built for fire departments, automating hiring, timekeeping, and payroll so battalion chiefs spend less time on rosters and more time leading crews.

    Vendor reported

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  • Stryker

    LIFENET System

    LIFENET System manages EMS patient information, device data, care team communication, and equipment readiness.

    Vendor reported

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  • Teledyne FLIR

    Wilsonville, Oregon

    Griffin G510

    Person-portable GC/MS system that identifies unknown gases, liquids, and solids at hazardous-material incidents.

    Vendor reported

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  • TSI

    Shoreview, Minnesota

    DustTrak DRX Aerosol Monitor 8534

    Portable real-time aerosol monitor that measures particulate concentrations and size fractions for dust, smoke, fumes, mists, and other airborne particulate hazards.

    Vendor reported

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  • Veritas Technology Solutions, LLC

    Atlanta, GA

    NarcTrack

    The Only EMS Platform That Actively Detects Diversion. Narcotic tracking built for EMS — log every custody movement with Tap To Track, monitor inventory in real time, and catch diversion risk early with a built-in investigation engine.

    Vendor reported

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  • Virtual CRR

    Orem, UT

    Home Safety Assessment

    An online walkthrough that helps residents identify fire hazards in their home — from smoke alarms to escape planning — while giving fire departments the data to target education and outreach where it matters most.

    Vendor reported

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  • ZOLL Data Systems

    Broomfield, Colorado

    ZOLL emsCharts

    ZOLL emsCharts is cloud-based ePCR software for EMS patient care documentation.

    Vendor reported

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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.

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.

Learn before you buy

Learning Lab

What departments are asking

Mutual Aid

Has anyone integrated ESO with First Due?

Running ESO for EMS records and looking at First Due for fire. Both vendors say it is supported. Looking for someone who has actually run it in production.

Example — the forum is not open yet

How is your NERIS migration actually going?

Vendor says we are ready. Our data says otherwise. Curious whether anyone has completed a clean migration and what they had to fix first.

Example — the forum is not open yet