AI-agent energy-intelligence platform that overlays existing meters and monitoring to detect creeping overconsumption, inefficient runtimes and misconfigurations, predict equipment failures, benchmark sites and prioritize interventions by €‑impact in real time. Targets multi-site operators (retail, bakeries, logistics, gas stations, offices) to cut energy, maintenance and operational effort and focus small energy teams on highest-impact sites.