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Autonomous systems: sensing, decisions and physical work
Autonomy connects sensing, decisions and physical action through feedback. Computer vision, edge inference and workflow orchestration contribute different parts of that system.
UAV, UGV and USV describe operating platforms, not a single level of autonomy. Define the task, environment, operator responsibilities and recovery conditions before comparing capability claims. The networks linked here are starting points for evidence review.
Technology and application
| Technology / role | Industrial application / evidence to check |
|---|---|
| UAV / air | Flight, payload and ground operations work within an airspace context. |
| UGV / ground | Navigation and handling depend on terrain, people and facility interfaces. |
| USV / surface water | Navigation and sensing depend on water conditions and communication coverage. |
Define the requirement
- What decisions may the system take without approval?
- How does it observe completion and detect an unsafe or failed state?
- Who takes over when the normal operating conditions change?
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From technology to a product: APIs, SDKs and development specs
Explore real capabilities
The coordinator confirmed that existing customers have joined the alliance on 7 October 2026. Research candidates keep their separate status; technical qualification remains specific to the model and project.
Factory and system demos illustrate scenarios. Verify which data is simulated, recorded or live before using it for an operational decision.