VERTEX
FACT SHEET · 2026

Foundation models for
extreme-purpose robotics.

Vertex builds the model layer for robots that work alongside firefighters, combat medics, hazmat teams, and search-and-rescue crews — in environments where every additional second of human presence is a tradeoff against death.

Founded
2026
Location
Fully remote — United States
Founder & CEO
Romir Patel
Mission
A single generalist policy for robots in extreme-purpose contexts — fireground, EMS scene, search-and-rescue, hazmat response, defense logistics. One backbone, transferable across hardware, supervised by a human operator at all times.
Stage
Pre-model research. Building infrastructure, collecting data, standing up the training stack. No deployed model yet.
Customers
Firefighters · Combat medics · Hazmat teams · Search-and-rescue crews · Defense logistics operators
Published work
Mesquite MoCap (arXiv:2512.22690) — affordable, browser-deployable real-time motion capture.
Open work
Colosseum — an open, two-axis streaming-telemetry benchmark for doctrine-grounded AI. v0.0.4 ships 46 rules, 37 hand-authored scenarios, 1,200+ procedural variants, three executable domains, and 226 tests. The open-book study releases 149 trajectories; a 90-episode closed-book audit finds naive single-source grading over-counts fabrication 3–4×; a separate 27-episode overload study reports three nulls. Single-vendor, small-n, 0/46 SME sign-offs: research instrument, not deployment certification.
Hiring
Researchers, robotics engineers, and operators. All roles full-time and fully remote in the US.
Press contact
Careers contact

Approach

Train one foundation model on large-scale sensorimotor data (teleop, motion capture, simulation rollouts). Apply the recipes that built foundation models in language and vision to produce policies that generalize across embodiments. Operate from first principles — we don’t copy architecture choices because they worked somewhere else.

Safety posture

Every deployed policy ships behind a learned safety classifier and a real-time human-override channel that cannot be disabled in software. Capabilities ship through staged deployment with independent safety review at each gate. We publish near-misses alongside successes and decline contracts that conflict with our mission.

Vertex, Inc. · 2026 · United States ← Press kit