Solutions.

Incident management with telemetry and dispatch: technician dispatch for home repair and field service, facilities management with failure detection and technician scheduling, response coordination across distributed assets.

Industrial operations: manufacturing and process plants, energy-intensive operations in volatile markets. Sensor-rich and constraint-heavy.

Operational business systems: the operational layer around platforms like Salesforce and ServiceNow, APIs like Stripe and Twilio, and the legacy systems businesses already run on. AI agents are most useful when they can operate across those systems reliably, with the workflows, integrations, and operational context to act in the real world.