BMS analytics

BMS analytics, turned into decisions.

Connect Siemens, Schneider, Honeywell, Trend, Bastec — or anything BACnet, Modbus, or OPC UA. Explore reads from your existing BMS and returns a prioritised action queue.

The problem

Why most BMS analytics tools don't change operations.

Data without decisions.

More charts, more colours, more tabs. None of which tells the operator what to do this morning.

Dashboards without actions.

A view is a question. An action is an answer. Most platforms ship the question and call it a product.

Alarms without context.

A buzzer that fires on every threshold breach is ignored within a week. Explore ranks every alert by severity and likely cause.

How it works

From BMS read-only feed to ranked queue.

01

Your BMS

Siemens · Schneider · Honeywell · Trend · Bastec

02

Read-only ingest

BACnet · Modbus · OPC UA

03

Frostdynamics engine

Anomaly · Forecast · Causal

04

Prioritised queue

What to act on. In what order.

Supported integrations

If your BMS speaks any of these, we read from it.

BMS vendors

Siemens DesigoSchneider EcoStruxureHoneywell NiagaraTrendBastec

Protocols

BACnetModbusOPC UAMQTTM-Bus

Missing one? Tell us what you run.

Worked example

A single floor's HVAC drift, captured live.

  1. 1

    Sensor drift detected.

    A return-air temperature sensor on floor 4 starts drifting +0.4°C/day relative to the supply-air physics model. Statistical-only platforms miss it; physics-aware methods catch it on day three.

  2. 2

    Causal filter applied.

    Causal filtering connects the drift to elevated chiller cycling downstream — and suppresses the dozen related “alerts” the BMS would have fired.

  3. 3

    Ranked, assigned, resolved.

    Single ticket lands in the operator queue with severity “High” and suggested action “recalibrate or replace”. Mean time to detect drops from weeks to days. Audit trail is captured automatically.

anomalies / RelativeHumiditySensor
A drift anomaly card showing sensor drift detected across 2 of 4 methods with a high severity ranking.

Bring your BMS feed. We'll show you what it's hiding.

20-minute demo against a sample of your data. Senior engineer on the call.