Heat Pump Copilot
A commissioning and connectivity copilot for installers at small and mid-sized heat pump vendors entering the German market. It tackles two field problems: fault codes that installers cannot resolve on site, and controller connection drops that customers mistake for hardware failure.
Retrieval over manufacturer manuals, a rules-based commissioning completeness checker, an early-warning tool for drops in heat pump efficiency (COP), tracing with LangSmith and an LLM-as-judge evaluation inside the app. Round 1 covered market sizing and a Tableau dashboard. Round 2 covered EU AI Act classification, GDPR, ROI and risk, and deployment strategy.




