Maintain complex infrastructure.
Factories, refineries, and logistics centers depend on uptime. 2501 agents can monitor, reboot, and maintain key systems running SCADA-like architectures, local servers, or industrial IoT devices.
They operate in environments where latency matters, and where human reaction time isn’t fast enough.
With 2501, production doesn’t stop.
Heavy industries combine legacy systems, air-gapped setups, and embedded machines.
2501 agents are lightweight, secure, and compatible with on-prem and field-deployed infrastructure, without requiring constant internet access.
Agents can interact with industrial APIs, telemetry streams, and maintenance protocols — even reboot or reconfigure edge nodes when needed.