For data center operators

Thermal headroom, modeled from the data you already have.

Edviro builds a physics-based thermal model of your site from the telemetry already coming out of it, answers how much more rack capacity a pod can take before cooling becomes the constraint, and verifies its predictions on a live pod.

From telemetry to headroom.

A thermal model of your site

Trained on power, cooling, and environmental telemetry the site already exports. No new instrumentation.

Headroom, quantified

How much cooling headroom exists at today's load, and where it runs out as rack density rises.

Simulate before you commit

Density scenarios and cooling configurations tested against the model, not the live floor.

In practice

One pod, measured proof.

Edviro calibrates the thermal model on a live pod's telemetry, simulates a density step, and verifies predicted against measured inlet temperatures, so you know how far the model can be trusted before you plan capacity with it.

HEADROOM · Pod 3 · N+1 cooling
Cooling headroom 240 kW at design inlet. Supports +12 racks at 17 kW before ΔT becomes the constraint.
Thermal model calibrated to site telemetry
Density scenario simulated at N+1
Verify against measured inlet temps
Verifying against live telemetry…pilot: one live pod

Questions from operators

Data center FAQ

What data does Edviro need from a data center?
The telemetry already coming out of the site: power at the rack, pod, and site level, cooling plant data, supply and return temperatures, and environmental sensors. Nothing new to install for a pilot.
How is this different from a one-time CFD study?
A study answers a design question and then goes stale as the floor changes. Edviro keeps a physics-based model continuously calibrated to measured telemetry, so headroom answers stay current as load and layout change.
What does the pilot look like?
One live pod: Edviro calibrates the thermal model to the pod’s telemetry, simulates a density scenario, and verifies predictions against measured data. A short pilot outline is available on request.
Does Edviro control the cooling plant?
No. Edviro models and simulates; any change to the floor or the cooling plant stays with your team and your vendors.
What question does it answer?
How much additional rack capacity the site can support before cooling becomes the constraint, on the infrastructure you already have.

See what Edviro finds in your own buildings.

We'll connect a few of your sites and show you what it catches in the first week. No audit, no rip-and-replace.