Monitoring
Estimate operating state from sparse, noisy field measurements.
Platform
A grid AI engine designed for operations, not demos.
WattsMIND Grid Agent is the Manifold-Informed Neural Dual-encoder behind the platform: a deployable layer for topology transfer, operator trust, and feasible control inside utility workflows, research software prototypes, planning studies, and flexible-load operations.
Certification
Expose confidence and trust boundaries before a recommendation is used.
Control
Generate feasible actions under grid constraints in real time.
Integration
Deploy through API, embedded engine, or on-prem architecture.