GridPulse
GridPulse is a web app (with optional mobile companion) for utility operations and reliability teams to monitor feeder-level outage risk and asset stress using the data they already have: SCADA/AMI summaries, OMS events, weather, vegetation cycles, and maintenance logs. It’s a combination traditional + AI app: traditional dashboards and workflows, plus ML models that flag abnormal patterns (voltage excursions, repeat momentaries, transformer overload signatures) and generate prioritized “next best action” lists. The brutal reality: utilities are slow, procurement is painful, and incumbents exist. So the MVP is not a full ADMS replacement—it’s a thin layer that plugs into existing systems, produces defensible alerts, and creates audit-ready reports for regulators and leadership. The product wins by being deployable in weeks, not years, and by focusing on measurable reliability metrics (SAIDI/SAIFI reduction) rather than flashy AI claims.