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.

Common questions

Energy & Heavy Industry FAQs

Direct answers about deploying physical AI in nuclear, energy, mining, and oil and gas environments.

Why does energy and heavy industry need on-device AI?

Energy, nuclear, mining, and oil and gas sites often have harsh conditions, segmented networks, and unreliable connectivity. On-device AI lets inspection, anomaly detection, and control systems keep working locally without waiting for a cloud connection.

Which energy and heavy industry sites fit WendyOS?

WendyOS fits nuclear inspection systems, substations, wind and solar inspection drones, mining equipment, underground navigation systems, offshore assets, pipeline monitoring, and remote industrial sites where local inference and autonomy matter.

How does Wendy protect site data and operational IP?

Wendy keeps sensor streams, camera feeds, logs, and inference workloads on the device or inside the site boundary. That local-first model reduces cloud exposure and supports air-gapped or security-critical industrial environments.

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.