Fire officers seated around a table in a station classroom, one writing on a whiteboard covered in system diagrams.

Learning Lab

Learn the technology. Lead the adoption.

Technology should solve an operational problem, not create a new one. The Learning Lab gives fire and emergency services leaders a practical path from understanding the systems they already have to assessing needs, evaluating options, implementing change, and measuring results. Start with Fire Tech 101 if you need the foundation, or move directly into the Technology Adoption Roadmap if you already know the basics.

Explore the Learning Lab

Use the roadmap when you are working through a technology decision, or go directly to a topic when you need to understand a specific system, risk, or capability.

Foundational technology education

Fire Tech 101

The systems behind modern fire and EMS operations, explained in plain English. Start here to understand what CAD, RMS, NERIS, NEMSIS, LMR, FirstNet, GIS, AVL, APIs, cloud software, and integrations actually do — and how they fit together. You do not need to know how to build these systems. You need to know enough to ask good questions when someone wants to sell you one, replace one, integrate one, or tell you that two systems cannot talk to each other.

Fire Tech 101 · From Problem to Purchase

Technology Adoption Roadmap

Technology adoption should be a process, not a purchase. This roadmap follows a fire department technology decision from the first recognition of an operational problem through needs assessment, requirements, market research, evaluation, implementation, adoption and measurement. It is the framework behind our Fire Tech 101: From Problem to Purchase series — the LinkedIn post starts the conversation and the guide here carries the questions, sources and tools. Follow it from beginning to end, or jump straight to the stage your department is working through.

Cybersecurity is operational readiness

Cybersecurity for Fire & EMS Leaders

Cybersecurity is operational readiness. A department that cannot dispatch, alert its stations, write a patient care report or reach its records is out of service, whatever the cause. This track is written for chiefs and officers rather than for IT staff: what systems you actually depend on, who can get into them, what your vendors can reach, whether your backups restore, how you keep running without the system, and what you do in the first hours when something goes down.

Data literacy · Analytics · Artificial intelligence

Data and AI

Fire and EMS agencies collect enormous amounts of information through CAD, RMS, NERIS, ePCR, NEMSIS, GIS, staffing systems, fleet systems, communications platforms and connected equipment. Collecting data is not the same thing as understanding it. This track focuses on how leaders can use operational data to ask better questions, recognise misleading analysis, build useful dashboards, connect information across systems, and evaluate where artificial intelligence can actually provide value. Start with the data: artificial intelligence cannot fix inconsistent definitions, missing information, inaccurate timestamps, disconnected systems or a poorly defined problem. In many cases it will simply make bad data look more convincing.

Build · Automate · Connect

Build It Yourself

AI-assisted development and low-code tools have changed what a technically curious fire or EMS professional can build without a traditional software team. That creates real opportunity for administrative tools, dashboards, prototypes and automation. It also creates risk when internally developed software begins touching sensitive data, operational decisions or mission-critical systems. The question this track keeps returning to is not just whether you can build it. It is whether you should build it, who will maintain it, and what happens when the person who built it leaves.

How we choose sources

The Learning Lab is built to help fire and emergency services leaders separate evidence from marketing. We prefer primary government sources, standards, peer-reviewed research, and nonprofit or professional organizations whenever they are available. Trade publications and reputable news organizations are used to show how technology is being applied in the real world. Vendor-produced material may occasionally provide useful technical information, but it will always be identified as vendor-produced.

Our source preference

  1. Government agencies and standards organizations
  2. Peer-reviewed research and universities
  3. Nonprofit and professional public-safety organizations
  4. Fire, EMS, technology, and public-safety trade journalism
  5. Reputable general news organizations
  6. Vendor-produced technical resources, clearly labeled

Nothing in the Learning Lab is paid placement. Advertising or sponsorship does not determine which technologies, companies, research, or resources are recommended.

Everything we link out to is labeled with who published it — including when it comes from a company that sells in the space. Nothing here is paid placement.

PremiumWorkshopPremium content is optional paid Public Safety Technology Hub educational content, tools, workshops or other Hub-produced resources. Premium status does not affect directory inclusion, vendor placement, research selection or editorial conclusions.

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