Every vendor measures Verdigris validates
Measurement gives you a number. Validation proves the number is true, against the physics of your equipment, across every vendor in your power chain. That is the layer Verdigris owns.
Sampling vs ~1 Hz polling
8,000 Hz
Advance warning
21 days
What is the validated layer?
The validated layer is the part of the AI data center stack that Verdigris owns. It takes raw electrical data and checks every reading against the physics of your equipment. It reconciles the vendor systems already in your power chain. Then it turns the result into operating limits your team can act on.
Most platforms stop at measurement. They read a meter and show a number. The validated layer goes further. It proves the number is true, and it tells you what is safe. Sensing captures the waveform. The validated layer turns it into electrical truth. Applications like Verdigris Signals, and partner orchestration, act on top.
Where the validated layer sits
Three layers sit between a meter and a decision. Sensing instruments the copper. The validated layer turns those waveforms into validated electrical data no one else has. Applications act on the limits it exposes. Verdigris owns the middle: it supplies the validated operating limits, and your tools and partners decide what to do with them. See where it sits in the full platform.
How Verdigris proves a limit is valid
"Validated" is something Verdigris earns on every reading. Four things make a limit valid:
8 kHz physics, not polling
Verdigris samples current and voltage 8,000 times a second. It compares each waveform against the equipment's failure physics. Those are the harmonic and ripple signatures that precede a rectifier or motor fault. Standard monitoring polls about once a second and never sees them.
Detection that fired when alarms did not
At one Fortune 50 carrier, 4% of 800-plus rectifiers were degrading. No standard alarm fired. Verdigris flagged every degrading unit, with up to 21 days advance warning. That gap is the difference between measured and validated.
Cross-vendor, validated
Verdigris ingests the Schneider, Eaton, and other systems already in your building. It validates each one for CT type, phase, and polarity, so your meters and breakers read the same circuit the same way. Their data flows into Verdigris, which becomes the canonical model.
Limits you can put in a contract
The output is a validated operating limit: real safe headroom per circuit, in amps and kW. You can write it into a runbook or an SLA. It holds because it is grounded in measured physics, not a nameplate.
What measurement missed and validation caught
At one Fortune 50 carrier, 4% of an 800-plus rectifier fleet was degrading toward failure. Not one standard alarm fired. Verdigris detected every degrading unit, with up to 21 days advance warning. A 2 a.m. outage became a scheduled fix. The deployment is projected to return $1.3M to $3M over three years.
Measurement saw nothing. Validation caught it. That is the argument for the layer.
What the validated layer gives you
How do I get fleet health from it?
Validated readings roll up from a single circuit to a full portfolio. Topology auto-discovery maps how your circuits connect. Degradation counts and headroom aggregate from one breaker to a multi-site fleet, with no manual modeling.
What does the API stream expose?
The validated layer is open. It exposes validated state and operating limits over the protocols already in your facility: REST, MQTT, Modbus, and BACnet. Your existing tools and your orchestration partners consume it directly.
What is data enrichment?
Raw vendor data is noisy and inconsistent. The validated layer is the enriched version. Each vendor's data is validated for CT type, phase, and polarity, reconciled into one model, and tied to equipment physics. That is the difference between a polled average and electrical truth.
How this differs from metering
Metering measures consumption. The validated layer analyzes the waveform and proves what is safe. The clearest contrast is against dedicated consumption metering:
| Consumption metering | The validated layer | |
|---|---|---|
| What it does | Measures consumption | Validates electrical truth |
| Sampling | About 1 Hz, polled | 8,000 Hz, continuous |
| Output | A reading | Validated operating limits |
| Across vendors | Per device | Validated, one model |
| Acts on it | You read a dashboard | Your team and orchestration act on the limits |
Systems like Schneider and Eaton are not competitors here. Their data flows into the validated layer, where Verdigris becomes the canonical model. Dedicated metering like Packet Power competes on the same budget, but it measures consumption where Verdigris analyzes waveforms at 8 kHz. See the full comparison on Verdigris vs Packet Power.
See the validated layer on your own data
Bring a sample of your electrical data to a 90-minute Discovery Session. We will define a validated limit on your equipment, live.