Two markets, one constraint: no connectivity.

01 / 02

Defense & Dual-Use

Contested environments take away what most AI assumes: a reliable link, a cloud to offload to, and power to burn. GPS gets jammed, RF links degrade, and bandwidth goes to whoever needs it most. Unmanned systems and operators still have to detect, classify, and decide, on the hardware already fielded. We build AI that does that work on the platform itself, so the decision doesn't wait for a link that may not come back.

  • Engaged with US and Canadian defense programs
  • SBIR and IDEaS eligible
  • NDAA-compliant by design

What we deliver

  • ISR processing on unmanned systemsDetection, classification, and fusion running on-board, sending tracks instead of raw video.
  • Distributed C2 fusion and counter-UASEO/IR, RF, and acoustic sources fused into one picture; RF drone detection measured against honest benchmarks.
  • Operator monitoringWearable sensing that turns vitals, movement, and environmental exposure into readiness insight at the edge.

02 / 02

Industrial & Energy

Remote energy sites run on thin margins and thinner connectivity. Wellheads, pipelines, and pump stations already carry sensors, but their data either sits unused or waits for a link before anyone acts on it. By the time an anomaly is noticed, it is often a failure. We put the inference where the sensors are: offline-first models on hardware that fits in a junction box, flagging problems locally whether or not the site is connected.

What we deliver

  • Predictive detection on existing sensorsAnomaly and failure-precursor detection on the pressure, vibration, flow, and thermal data you already collect.
  • Offline-first by designModels run and decide on site. Results sync when a link is available, not before.
  • Sized for remote powerInference that fits solar- and battery-powered sites, on rugged off-the-shelf compute, with AI accelerators or neuromorphic boards where the power budget calls for them.

Have a platform, a dataset, and a problem?

Tell us the hardware, the sensors, and the constraint. We'll come back within a week with a scoped proposal.

Book a scoping call (opens in a new tab)