Sensor Intelligence
From building data to building decisions
Your buildings are full of sensors. FrostLogic Explore turns that data into decisions you can act on — catching anomalies, forecasting energy and comfort, and tracking certification compliance automatically.
Buildings generate signals. Most get ignored.
Your BMS collects thousands of data points every hour. But traditional building analytics tools treat anomalies as noise, deliver insights too late to act on, and give you dashboards without decisions. The most valuable signals — the early warnings of HVAC drift, energy waste, and equipment failure — get buried.
Anomalies dismissed as noise
Early warnings of HVAC drift, sensor failure, and comfort issues get filtered out by systems designed to smooth data.
Insights that arrive too late
By the time a report flags an issue, the energy has been wasted, the tenant has complained, or the equipment has failed.
Dashboards without decisions
Most platforms excel at visualization but stop short of telling you what to do about it.
Pattern-Based AI That Optimizes for Decisions, Not Statistics
Instead of learning on all available data, FrostLogic Explore focuses on patterns that are decision-relevant — powered by our proprietary Frostdynamics™ AI model. We don't optimize for statistical purity. We optimize for decision usefulness.
Repeating Deviations
Spot recurring HVAC patterns, comfort breaches, and energy spikes that indicate systemic issues, not one-off events.
Drift Signatures
Track gradual changes in setpoints, sensor accuracy, and equipment performance before they trigger failures.
Correlated Anomalies
When Floor 3 temperature spikes and AHU-2 airflow drops, Explore connects the dots automatically.
What-If Simulation
Test operational changes before making them. "What happens to energy consumption if I lower the heating setpoint by 2°C?"
Anomaly Detection With Full Lifecycle Tracking
Six detection methods work together across your building portfolio. Statistical outliers, trend drift, equipment health patterns, causal filtering, setpoint deviations, and connectivity outages. Each anomaly gets severity scoring, automatic classification, and lifecycle tracking from detection to resolution.
- •Severity-based prioritization — Critical, High, Medium, Low
- •Automatic classification across a growing library of anomaly types
- •One-click actions: Research, view metric, or resolve directly
Compliance tracking that runs on real data, not spreadsheets
FrostLogic Explore maps your building sensors directly to certification criteria and monitors thresholds continuously. No more manual spot-checks, no more scrambling before audits. When a metric drifts toward a limit, you know immediately — not when the quarterly report lands.
- Nordic Swan Ecolabel support — Buildings Operations, Hotels & Accommodation, New Buildings
- Automatic sensor-to-criteria mapping with gap analysis — see which metrics are covered and where you need additional data
- Real-time threshold monitoring — track exceedances for temperature, CO₂, humidity, energy, and more
- Evidence collection — upload supporting documents and manual readings alongside sensor data
- Compliance dashboard — traffic-light status (pass/fail/warning) per category with drill-down
- Audit-ready export — generate certification report packages (CSV/JSON) for authorities on demand
Architecture ready for BREEAM, LEED, and Passive House modules.
Compliance Status
Everything You Need to Turn Signals Into Action
Accurate Forecasting
Predict energy demand, temperature, and humidity up to seven days ahead. Accuracy tracked per metric so you know how much to trust each prediction.
Virtual Sensors
Create calculated metrics from your existing sensor data. Delta-T across heat exchangers, coefficient of performance, degree days, and sensor quality scores. Virtual sensors participate fully in forecasting, anomaly detection, and compliance tracking.
Advanced Anomaly Detection
Six methods with causal filtering that suppresses expected changes so you only see real issues. Alert cooldown prevents notification fatigue.
What-If Simulation
Causal intelligence discovers cause-and-effect relationships between building systems. Simulate operational changes before making them.
AI-Powered Reasoning
A conversational AI assistant with 28 specialized tools for building data analysis. Ask it questions in plain language, get answers backed by your sensor data.
Scalable Signal Processing
From a single building to a portfolio of hundreds. Pre-built connectors for Schneider EcoStruxure, Home Assistant, Aguardio, and more. Data deduplication and quality checks built in.
Accurate Forecasting With Built-In Reasoning
Accurate forecasting with multiple horizons — from one hour to seven days. Each forecast includes confidence bounds so you can plan with the right level of certainty. The AI reasoning engine explains what the data means: why energy consumption spiked, what's driving the temperature anomaly on Floor 3, and what to do about it.
A Reusable AI Decision Layer
FrostLogic Explore sits on top of your existing building management systems. It connects to your BMS, energy meters, and IoT sensors through pre-built connectors — no rip-and-replace. Your telemetry platform handles the data collection. Explore handles the intelligence.
Deployment Options
Enterprise / Customer-Hosted
- •Runs in your K8s cluster (AKS, EKS, OpenShift)
- •Your infra, your SLAs, your governance
- •You own data and trained model
- •Full control, your pace
Managed SaaS
- •Hosted on Hetzner, EU-based
- •ISO 27001 certified, GDPR compliant
- •Data sovereignty maintained
- •Fast onboarding, no infra setup
Sensor intelligence for any connected environment
While Explore is purpose-built for smart buildings, the same platform works wherever there's time series sensor data. Manufacturing floors, energy infrastructure, water systems, data centers — if you have sensors, Explore can monitor, forecast, and optimize.
See what your building data is telling you
Book a 20-minute demo. We'll connect to sample building data and show you what Explore surfaces from real sensors.
Or reach out at hello@frostlogic.se