Use Case — Energy & Industry

Energy & Heavy Industry

Mission-grade AI at the edge

Nuclear, energy, mining, and oil & gas run in the harshest, most disconnected places on earth. Wendy brings perception, autonomy, and control directly onto the device — offline, secure, and field-ready where the cloud simply is not an option.

Built for the world’s hardest sites

01

Nuclear

Autonomy for the hot zone

  • Remote & Hot-Zone Inspection

    Autonomous robots and drones inspect reactor halls, spent-fuel pools, and high-radiation areas where people cannot safely go — perception and control run on the device.

  • Radiation & Anomaly Detection

    Fuse radiation, thermal, and visual sensors locally to flag leaks, hotspots, and structural anomalies in real time, with no round-trip to a server.

  • Air-Gapped Operation

    Full autonomy inside air-gapped, security-critical facilities. No cloud dependency and no data ever leaves the site.

  • Predictive Maintenance

    On-device models watch pumps, valves, and cooling systems for the earliest signs of failure, long before they become incidents.

02

Energy & Grid

Keeping the lights on at the edge

  • Grid & Substation Monitoring

    Edge vision and sensor fusion watch transformers, switchgear, and lines for faults, heat, and vegetation encroachment — locally, in real time.

  • Wind & Solar Inspection

    Drones autonomously inspect turbine blades and solar arrays, detecting cracks, hotspots, and soiling even where there is no connectivity.

  • Autonomous Asset Surveys

    Cover sprawling, remote infrastructure offline — substations, dams, and transmission corridors — without a control link.

  • Outage Prevention

    Detect anomalies before they cascade, with decisions made on the device for sub-second response across the network.

03

Mining

Built for GPS- and comms-denied sites

  • Autonomous Haulage & Equipment

    Perception and control on haul trucks, loaders, and drills operating in GPS-denied open pits and underground.

  • Underground Navigation

    SLAM and sensor fusion run entirely on-device where there is no comms — shafts, tunnels, and drifts.

  • Safety & Hazard Detection

    Spot gas buildup, ground instability, and personnel proximity in real time, directly on the machine.

  • Ore & Conveyor Analytics

    Classify material and monitor conveyors with on-device vision to keep throughput high and downtime low.

04

Oil & Gas

From the wellhead to the subsea

  • Offshore & Subsea Inspection

    ROVs and drones inspect rigs, risers, and pipelines in harsh, disconnected environments where the cloud is never an option.

  • Leak & Flare Detection

    Fuse gas, thermal, and optical sensors to catch methane leaks and flare anomalies the moment they appear — locally.

  • Pipeline Surveillance

    Autonomous long-range patrols of remote pipeline corridors with no cellular coverage and no operator in the loop.

  • Predictive Maintenance

    Monitor pumps, compressors, and valves on-device to prevent unplanned downtime across remote facilities.

See Wendy on your hardware

Tell us about your sites and your constraints — we’ll show you perception, autonomy, and control running fully on-device.