FrostLogic Explore - Sensor Intelligence Reviews & Product Details

FrostLogic is a Swedish AI company building intelligence products for buildings and retail environments. Founded as a product-first company with deep roots in applied AI and sensor systems, FrostLogic serves facility managers, energy engineers, and building operators across commercial real estate and industry. The team combines expertise in causal machine learning, time series forecasting, and building automation systems. FrostLogic Explore connects to your existing building management systems — Schneider EcoStruxure, Home Assistant, weather feeds, water sensors — and turns the raw sensor data into something you can actually act on. An automated AI tagging pipeline deciphers cryptic BMS sensor names and maps them to standardized building ontologies. From there, six anomaly detection methods run every 30 minutes, a zero-shot forecasting model predicts future values across all your metrics, and FrostDynamics — a proprietary causal AI engine — maps true cause-and-effect relationships in your building data. You can ask questions in plain English via a conversational interface, run what-if simulations ("what happens to energy use if I drop the setpoint 2°C?"), and get AI-generated daily briefings on what changed and why. Most buildings are already collecting the data. The problem is that nobody can make sense of it — thousands of sensors, siloed across vendor systems, with names no one remembers the meaning of. Facility teams end up reacting to problems after they've already become expensive, or drowning in alerts that turn out to be nothing. Explore changes that equation. It catches anomalies before they escalate, suppresses false positives by understanding why a metric changed (not just that it changed), and gives operators the kind of causal clarity — root cause analysis, counterfactual comparisons, optimal control suggestions — that used to require a specialized energy engineering team. The buildings using it don't just monitor better. They operate smarter.