Intelligra

Intelligra — Industrial energy-asset control telemetry and its paired forecasts — the operating exhaust of running a virtual power plant. The platform forecasts demand and price 48 hours ahead and dispatches aggregated batteries, electric-vehicle chargers, solar and flexible loads in real time, participating in frequency, manual and automatic frequency-restoration reserve markets as a certified portfolio. What that generates continuously: sub-second meter, inverter, charger and battery telemetry across every connected site; the 48-hour demand and price forecast series alongside the outcomes t…

Intelligra offers (Alternative, Price, Geospatial, Supply Chain) — est. high-frequency but modest site count: at one-second resolution each connected site emits on the order of 2.6 million rows per day, so a portfolio of a few hundred sites and assets plausibly generates 10^10 to 10^11 telemetry and dispatch records per year. Absolute volume depends entirely on connected-asset count, which is not disclosed..

Reinforcement-learning training for battery arbitrage and frequency-response bidding using decision-reward pairs; imitation learning of expert dispatch policies; demand and price forecast model training at genuine 48-hour horizons; battery state-of-health and degradation models built on real cycling history; depot charging scheduling models constrained by departure windows and grid limits; data-centre peak-demand reduction and flexibility models, now a priority area given artificial-intelligence-driven load growth; distribution-grid capacity and connection-headroom models; building-portfolio energy and sustainability reporting; and benchmark evaluation sets for autonomous energy agents, since this is the paired action-and-outcome data agent evaluation lacks.

The data is with 2 years of history.

Coverage spans US, Other, Europe; Application Software, Electric Utilities; alternative, price, geospatial, supply_chain; commodities, derivatives, equities.