Capabilities

Deep, not scattered.

Three pillars span our remote-sensing work — from signal and perception models to edge-deployed survey and monitoring.

ACOUSTICRGBMULTISPECTRALLIDARRADAR
LiDAR + photogrammetry → navigable digital twin
01Edge AI Systems

Covert, off-grid intelligence.

  • 01Model optimization & compression for edge targets (quantization, operator fusion, custom kernels — ONNX, TVM, CUDA, NPU)
  • 02On-device inference pipelines: real-time, low-power, offline-capable
  • 03Edge MLOps: containerized deployment, fleet update strategy, benchmarking
Proof points

Model optimization, quantization, and custom-operator work for latency- and power-constrained edge targets.

02Perception & Remote Monitoring

Acoustic and multispectral detection.

  • 01Acoustic & vibration condition monitoring: anomaly detection, early fault flagging, predictive maintenance
  • 02Multispectral & RGB analytics: detection, classification, tracking (incl. fish-eye optical)
  • 03Surveillance across aerial, underwater (hydrophone), and ground; self-supervised, low-label pipelines
Proof points

Acoustic, vibration, and vision pipelines for detection and classification in noisy, low-label environments.

03Survey & Digital Twins

Site mapping & simulated digital twins.

  • 01Asset, equipment & site survey: LiDAR + photogrammetry capture, point-cloud processing, georeferencing
  • 02Inspection workflows: industrial sites, agriculture, railways, vessels, building exteriors (deterioration / civil)
  • 03Survey → digital-twin pipelines (LiDAR + photogrammetry to navigable, simulated 3D)
Proof points

Survey-to-digital-twin workflows for inspection and mapping; drone and LiDAR capture.

Where we work

Industries

01Industrial & Manufacturing
02Infrastructure & Rail
03Agriculture
04Marine & Vessels
05Energy & Utilities
06Construction & Civil

Have a sensor, a site, or a fleet that should be smarter?

We take on a limited number of engagements per quarter. If your problem involves edge constraints, unusual sensors, or no labeled data — that's our specialty.

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