Sensor Intelligence for smart buildings
Know what your buildings are quietly wasting.
FrostLogic Explore reads the BMS, meters and sensors you already have — and hands your team a short, ranked list of what's costing money and exactly what to do about it.
The bottleneck
It's not sensors. It's the decisions.
Too much data
A 40-building portfolio makes 50,000+ readings an hour. No human can read that.
Not enough trust
Sensors drift, stick and contradict. We cross-check every signal against physics.
No clear next step
Not another dashboard — a ranked queue of twenty actions, each with a reason.
What Explore does
From raw telemetry to ranked actions.
One platform. Three jobs. All grounded in the data you already have.
Click to explore each
See what your sensors are hiding.
Six methods rank every anomaly into one inbox — twenty items, not two thousand alarms. Each carries a confidence score and a suggested next action.
See it live
Plan with confidence.
Multi-horizon forecasts with honest confidence bands, drawn straight onto the live trend — so your team knows whether to act on a number or watch it.
See it live
Prove compliance, continuously.
Live evidence for BREEAM, LEED and Nordic Swan, scored against thresholds as it happens. When the assessor asks, the report is one click away.
See it liveIn the operator's chair
What a Monday morning looks like.
One screen, already triaged — the first item is the one that most deserves your attention at 07:42.
- A
Ranked by consequence, not time.
The most consequential item is first — not the most recent.
- B
A suggested action, not a chart.
Research, Go to metric, Acknowledge or Resolve — proposed, you confirm.
- C
A cost of waiting.
Every item carries kWh/day, comfort-hours and certification budget at risk.
- D
A full audit trail.
Every action timestamped and replayable. No six-week reconstruction.
Grounded AI
AI that doesn't know your building is just a confident guess.
Most building AI hallucinates because it has never understood the building. Our reasoning engine is grounded by FrostDynamics — a World Model that gives every AI agent a physical understanding of how your building actually operates. Answers come from thermodynamics and your data, never guesswork.
Both AHU fans ran continuously at 25 Hz overnight at low occupancy — the dominant driver of the flat overnight load.
- Cross-checked against the heat-mass-energy balance — physically consistent.
- 3 sensors cited, 0 values invented.
- Matches the site's learned overnight baseline.
A physical understanding of how your building behaves.
Thermodynamic constraints
Trusts physics over a probe when they disagree.
Sensor cross-validation
Catches drift, stuck and offline before they mislead.
Site-learned baselines
Knows the building you have now, not a generic one.
Industries
Explore Sensor Intelligence by industry.
Run comfortable, efficient buildings.
Spot HVAC drift, comfort breaches and silent energy waste across the whole portfolio — ranked, each with the fix attached.
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Smart Buildings & FacilitiesCatch grid anomalies before they cascade.
Demand forecasting and anomaly detection across metering and grid telemetry — with honest confidence bands on every number.
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Energy & UtilitiesKeep the line running.
Predictive maintenance from process telemetry — one root-cause ticket, not a storm of downstream alarms.
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Manufacturing & Heavy IndustryProtect critical environments.
Continuous monitoring for critical equipment and clean-room conditions, with audit-ready evidence collected as it happens.
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Healthcare & Life SciencesOne decision layer across every site.
Bring scattered building portfolios under a single ranked queue — one view, every property, no extra hardware.
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Public Sector & InfrastructureSee every link in the cold chain.
Environmental and fleet telemetry watched continuously, so excursions surface before the load is lost.
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Logistics & Supply ChainDeployment · Security · Residency
Two ways to run it. Your call on residency.
Enterprise — customer-hosted
Runs in your Kubernetes cluster or private cloud. Your infra, your SLAs, your governance. You own data and trained models.
Managed SaaS
Hosted by us on Hetzner's EU-based, ISO 27001 certified data centres. GDPR-native. Fast onboarding, no infra setup on your side.
Grounded by design
No PII — building and operational sensor data only. Grounded inference, deterministic guardrails. No vendor lock-in.
Resources
Field-tested perspectives.
See what your building data is telling you.
Book a 20-minute demo. We'll connect to a sample of your data and show you what Explore surfaces — live.
Senior engineer on the first call. No procurement-style intro round. Reply within one working day.