§ OPERATORS / FIREFIGHTING

For the people who
run inside.

Structure fire is a job that punishes hesitation and rewards trained instinct in equal measure. We’re building a machine that can take the highest-risk part of the call — the interior — while you stay in command of the scene.

Structure-fire interior — operator photograph plate
65%
Civilian fire deaths
Occur in residential structures — the call your engine actually runs.
NFPA 2024
3:23
Median flashover
Modern synthetic furnishings reach flashover in roughly 3 minutes — not 30.
UL FSRI
2:1
Two-in / two-out
OSHA-mandated RIT staffing. Often the binding constraint on a fast attack.
29 CFR 1910.134
9×
Cancer risk
Multiple of common cancers in career firefighters vs general population.
NIOSH 2010–2024
THE OPERATOR

You don’t need software. You need another hand on the line.

The firefighter we’re designing for is the one in full structural PPE, on air, walking into a room they can’t see across. Heat signature ambiguous. Floor structurally unknown. Civilian count unknown. Layout from the box-alarm pre-plan, if there is one.

You’re trained for this. The training is the answer. But you’re also a human with a finite SCBA bottle, a finite VES window before the room turns on you, and a chief outside who needs an honest read on what’s actually happening on the second floor.

Vertex is building for that exact moment — not the dispatch center, not the post-incident review, not the kid’s career day. The moment you cross the threshold.

WHAT GOES WRONG
  • Disorientation in zero-visibility smoke. Even with TIC, depth perception collapses. Getting lost on the second floor of a bungalow is how MAYDAYs happen.
  • Floor failure under fire load. Engineered I-joist construction fails in 4–6 minutes of fire exposure. You don’t hear it coming.
  • Victim profile under furnishings. A child curled behind a couch reads identical to a couch cushion on a 4-channel TIC.
  • Cylinder time pressure. A standard 45-min bottle gives you ~18 working minutes interior. The clock starts when you mask up at the engine.
  • Backdraft signatures the eye can miss. Pulsing smoke from a small opening — you know it; the new firefighter doesn’t yet.
  • Carcinogen exposure. The cancer-cluster reality of the modern fire ground. Anything that keeps a body out of the soot is a win you’ll feel in 20 years.
WHAT THE ROBOT DOES

Vertex’s policy is trained for the interior. Not to replace the engine company — to extend it. The robot crosses the threshold first, builds a structural read, and acts on what it finds under doctrine you set at the dispatch.

01 · SEARCH
Primary search, with a heat-tolerant body.
VES sweeps in zero-visibility, thermal-tagged victim profile, room-by-room marking that mirrors X / O / slash convention. Reports victim count back to command before your truck is off the apron.
02 · STRUCTURAL READ
Floor and ceiling integrity, live.
Continuous LIDAR + thermal of joist deflection, ceiling sag, fire-load envelope. The interior IC sees a structural status that updates per second — not a guess from outside.
03 · VICTIM EXTRACTION
200-lb drag, doctrine-correct.
When a victim is located, the robot can perform a rescue drag along a planned egress — or hold position and call you in. rescue_first vs hand_off is policy you set, not a code path.
04 · RIT FORWARD
A second body for a Mayday.
When the call goes bad, the robot is the second body that can find a downed firefighter, drop air, and hold over them until the actual RIT crew arrives. Two-in / two-out math changes when one of the two doesn’t breathe.
THE DOCTRINE

Everything the policy does on a structure-fire call is graded against published, citable doctrine — the same way our reconnaissance scenarios are graded against ATPs in Colosseum. No invented rubric. No vibes.

NFPA 1500Standard on Fire Department Occupational Safety, Health, and Wellness ProgramGROUNDED
NFPA 1407Standard for Training Fire Service Rapid Intervention CrewsGROUNDED
NFPA 1410Standard on Training for Emergency Scene OperationsGROUNDED
29 CFR 1910.134OSHA Respiratory Protection — two-in / two-outGROUNDED
UL FSRICoordinated Fire Attack Utilizing Acquired Structures — ventilation timingAPPLIED

BROWSE THE FULL RULE REGISTRY →

IN THE LOG

This is what the mission log actually looks like — sensor values, the action, and the cited doctrine line under every step. From the live demo, verbatim:

T+00:08LIDARFLIR Boson 8.7 Hz · 1 heat signature NE quadrant · ΔT 41 °C
T+00:08DOCTRINENFPA 1670 §3.5 · “Search marking convention X / O / slash” · GROUNDED
T+00:31EXTRACTwithdraw south route · drag 19 m @ 0.6 m/s · SCBA at 38%

VIEW MODEL TRAJECTORIES →

CO-DESIGN
A robot that can do VES on the second floor — that’s the call we lose people on. Build that one.
CAPTAIN · CAREER ENGINE COMPANY, TX

We don’t build for firefighters. We build with them. Every quarterly field day brings the team to a partner department for live burns, RIT drills, and ride-alongs. We pay overtime. We sign waivers. We bring the lab to the floor — not the other way around.

If your department wants to host a field day, or if you’ve got a specific failure mode you’re tired of watching, tell us.

Partner with us.

Ride-alongs, RIT-drill scenarios, training co-design, and the long-term model-card collaboration. We bring the engineers; you bring the floor.

Get in touch