Edge and fleet layer
Embodied devices and fixed sensors stream governed media and readings with device identity.

Industrial embodied-agent platform for autonomous inspection and operational tasks.
Overview
Gongshu orchestrates embodied agents across plants, warehouses, and infrastructure assets. Patrol routes, instrument reads, and operator handoffs run as repeatable SOPs—with logs suitable for operations and audit.

Capabilities
Autonomous patrol planning with exception escalation to human operators.
Tool use against SCADA, CMMS, and internal ticketing systems.
Multi-agent task decomposition for inspection, readout, and remediation prep.
Offline-tolerant edge deployment where connectivity is intermittent.
Thermal, visual, and meter readouts normalized into a single audit timeline.
Role-based control-room views with replayable agent and operator actions.
Architecture
Embodied devices and fixed sensors stream governed media and readings with device identity.
SOPs, thresholds, and asset hierarchies drive route planning and escalation rules.
Patrol, readout, and ticket-prep agents coordinate; humans own safety-critical interventions.
Integrations
SCADA and historians
Read tags, compare against live patrol evidence, and log discrepancies.
CMMS and work orders
Auto-create or update tickets with attachments and suggested remediation steps.
Video and thermal archives
Store clips with route, timestamp, and exception IDs for later review.
Private / air-gapped
On-prem gateways when plants cannot expose OT networks to public cloud.
Why teams choose this
Plans adapt to shifts, weather, and asset priority—not static checklists.
Agents open tickets, log readings, and notify operators when thresholds breach.
Queue and sync when plants have limited connectivity.
Use cases
Standardize thermal, visual, and meter checks across large footprints.
Cover corridors, substations, and remote sites with the same audit trail.
Structured summaries for outgoing and incoming crews with open exceptions highlighted.
Outcomes (pilot benchmarks)
30%+
Missed-exception reduction
On recurring patrol tasks where routes were previously manual-only.
Minutes
Mean time to ticket
From threshold breach to CMMS record on integrated pilot lines.
4–8 wks
Pilot window
One line or zone before fleet expansion planning.
Illustrative figures from representative pilots. Customer metrics remain confidential and can be shared under NDA.
How we deliver
Inventory assets, connectivity, and escalation paths with operations leads.
Prove exception detection and mean-time-to-acknowledge on one line or zone.
Expand routes, integrate CMMS/SCADA, and train control-room playbooks.
Start with a scoped discovery session. We align data, compliance, and measurable outcomes before rollout.
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