Pattern-of-life ISR
Caldorion puts pattern-of-life ISR on proven unmanned ground vehicles. Our patent-pending detection software learns the normal electromagnetic and behavioral signature of a perimeter, then hunts the signal that doesn't belong.
The problem
Perimeter security for military installations, critical infrastructure, and industrial sites still relies on fixed sensors that only detect events at the moment they happen.
They have no memory of a site's normal state, so they miss the deviations that signal real threats: a reconnaissance phone, a planted transmitter, a concealed person, a spoofed network, a jammed link.
Meanwhile ground autonomy — where these threats actually operate — has been the overlooked leg of the autonomy triad while air and sea absorbed a decade of attention.
Technology
Our autonomy and sensing payload drives Husarion's unmanned ground vehicle, patrolling a defined territory and running a full multi-modal sweep at every waypoint.
All processing runs on-board at the edge, so detection continues in comms-denied or jammed environments. Caldorion implements the intelligence; Husarion provides the proven, NDAA-compliant mobile platform.
SIGMA
Caldorion's machine learning engine. It learns what normal looks like at a site and flags what doesn't belong.
SIGMA builds each site's own baseline from patrol data and grows more sensitive the better it knows a location.
Detection is behavioral: the change in a site's electromagnetic and thermal pattern, not just a discrete tripwire.
Agreement across independent sensors produces the engine's highest-confidence alerts — the hardest kind of threat to fake.
New modalities integrate without re-engineering the core.
The caldor
The operator sees a live caldor heat map: cool where behavior is normal, hot where the pattern breaks. Instead of watching raw feeds, they watch where it glows.
Peak deviation
Illustrative simulation
Why Caldorion is different
SIGINT-forward pattern-of-life: the electromagnetic edge, not just another camera.
A mobile ground hunter that ranges the perimeter, not a fixed sensor tower.
Behavioral anomaly detection on the physical RF and thermal environment: the deviation from normal, not just discrete events.
Patent-pending core detection methods, provisional filed March 2026.
Detailed system architecture and detection methods are shared under NDA. Request a technical discussion.
Dual-use
Forward operating bases and counter-intrusion for military installations.
Data centers, substations, power plants, manufacturing facilities, industrial complexes, and oil pipelines.
Founding engineering team
CEO · Signals intelligence
U.S. Marine Corps veteran. MOS 2651.
M.E. Computer & Systems Engineering
Rensselaer Polytechnic Institute
Robotics platform & autonomy
M.S. Mechanical Engineering
University of Virginia
Payload sensors & machine learning
Ph.D. Electrical Engineering
George Mason University
Standing
Set-aside eligible and SAM.gov registered — a concrete path into defense procurement.
A signed U.S. distribution agreement secures the ground platform and gives Caldorion direct exposure to prospective clients, including military.
Core detection methods; provisional filed March 2026, non-provisional to follow.
The name
kal-DOR-ee-on
Autonomous hunter of electromagnetic signals.
Caldor (from Latin calor: heat, energy) + Orion (the hunter) = the energy hunter.
News
The agreement secures the proven, NDAA-compliant Panther unmanned ground vehicle that Caldorion's sensing and autonomy payload rides on, and puts the company in direct contact with prospective customers across defense and critical infrastructure.
A provisional application covering the core detection methods behind SIGMA — the engine that learns a site's normal signature and flags what deviates from it. A non-provisional filing will follow.
Investors
Caldorion is an early-stage, dual-use company: one core technology serving both defense procurement and critical infrastructure. We are an SBA-certified SDVOSB with a patent-pending detection core and a signed U.S. distribution agreement for our ground platform.
For diligence materials and current company standing, write to [email protected].
Careers
Caldorion is a small engineering team building a fielded system, not a research demo. We are interested in robotics and autonomy engineers, RF and signal processing engineers, and machine learning engineers who want their work outdoors and on hardware.
No formal openings posted. If you think you can make a difference, write to [email protected] with what you have in mind. And tell us what you have built.
Contact
For program offices, infrastructure operators, partners, and engineers who want to talk about pattern-of-life ISR on the ground.
Caldorion, Inc. · SBA-certified Service-Disabled Veteran-Owned Small Business · SAM.gov registered
