| Primary job | Provide circuit-level monitoring, control, load shedding and backup priority management. | Coordinate home energy decisions across solar, batteries, EV charging, HVAC, reserve and tariffs. |
| Best fit | Homes that need better panel visibility, controllable circuits, backup load planning or electrification capacity management. | Homes where multiple energy devices need to act according to one household priority system. |
| Default perspective | The electrical panel and its circuits. | The household outcome: cost, comfort, backup readiness, charging needs, solar use and tariff timing. |
| Control granularity | Strong at circuit-level control: on, off, shed, monitor, prioritize. | Strong at decision-level coordination: what goal matters now and which device should respond. |
| Common limitation | A circuit may not reveal the full intent, deadline or comfort constraint of the device behind it. | Needs reliable data and control paths; a smart panel can be one useful path, but not the whole strategy. |
| Relationship | Can be a valuable infrastructure layer and actuation point. | Can use circuit-level visibility while also coordinating device-level context and household priorities. |