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AI agents for AI factories

Phaidra orchestrates the complex power, cooling and workload management systems that underpin modern AI factories to maximize tokens per watt.

AI Factories must work together as a single unit of compute to efficienlty maximize intelligence generation
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Improve energy efficiency

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Better decisions faster

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Increase reliability

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Maximize IT capacity

Phaidra's liquid cooling AI agent reduces the thermal spikes that typical occur when AI workloads ramp by nearly 80%

Improve energy efficiency

AI agents optimize the entire AI factory cooling system — from liquid cooling CDUs to the chiller plant — to significantly reduce PUE without compromising existing SLAs.

Operators are provided unprecendented flexibility in how they observe and analyze their facility's data using Phaidra's conversational interface.

Better decisions faster

Discover and troubleshoot operational issues faster via our LLM agent designed specifically for data centers. Analyses that typically take days to weeks can be accomplished in minutes.

Increase reliability

Significantly improve thermal stability and reliability via AI agents that vigilantly manage data center infrastructure on a 24/7 basis. These AI agents detect and diagnose issues that may otherwise remain hidden.

With Phaidra's liquid-cooling AI agent deployed at CDUs in an AI factory, the TCS temperature setpoint can be higher than what is typically designed in the industry. Higher TCS temperatures mean more power can go to the IT capacity in future AI factory designs.

Maximize IT capacity

Precision AI control enables the AI factory to operate at higher TCS temperatures while remaining safely within GPU T-limits. This substantially reduces the power required for facility-level cooling — meaning more power available for revenue-generating GPUs.

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Agentic AI to drive results

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Our team has an extensive track record of applying AI controls and optimization for data center facilities. From reducing Google's data center cooling bill by 30% to managing AI factories with the latest Nvidia GB200/300 systems — we understand what it takes to work in mission-critical environments.


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NVIDIA ecosystem announcement

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In tests with NVIDIA, Phaidra's liquid-cooling AI agent reduced thermal spikes related to AI workloads by ~80%.

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October 03, 2025Geekwire

Phaidra raises $50M to help AI data centers ‘run smarter, not just harder’ by boosting energy efficiency

Read article

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