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Illustration of how raw industrial data is structured, enriched, and transformed into high-context signals, which enables AI to move from awareness to predictive control.

Research | December 03, 2025

From Context to Simulation: How Class 3 and Class 4 Data Make Predictive AI Possible

What kind of data is needed to safely operationalize predictive AI control? Building on a previous blog, class 3 and 4 data provide the context and simulated future states that power real-world autonomy in industrial AI control systems.

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Phaidra is part of the NVIDIA Omniverse DSX partnership developing AI agents to maximize energy efficiency and reliability for gigawatt-scale AI factories

AI | November 04, 2025

Phaidra joins NVIDIA’s Omniverse DSX Blueprint to define the future of energy-efficient, gigawatt-scale AI infrastructure.

Visualizing the data classification process in AI factories - how raw industrial data is cleaned, structured, and made ready for agentic AI systems.

Setup | October 06, 2025

AI system outputs can only be as good as the quality of the data inputs. AI systems can fail when data is mislabeled, messy or misleading. Learn about data classifications and what can be done at each stage to get your data ready for AI

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AI | August 12, 2025

Tired of reactive mode? Discover how AI-powered insights help operators stay ahead, prevent failures, and take back control

Cyber Security strategies for data centers in 2025

Security | December 12, 2024

Practical strategies for securing data centers in 2025 that address cybersecurity, cloud computing risks, and IT/OT integration challenges.

Illustration of data halls managed with Phaidra's AI for future-ready cooling systems

Setup | November 19, 2024

Preparing data centers for the future will include AI optimization, better power management, and system integrations to maintain a lead on rising compute demands.

yperscaler's High Tech Sustainability Goals Vs. Operational Reality

AI | October 09, 2024

Data center hyperscalers and colocation providers face challenges meeting sustainability goals as the AI boom drives exponential computing demand. Working together could unlock more.

Artificial Intelligence plays a big role in the Fourth Industrial Revolution

AI | August 28, 2024

The Fourth Industrial Revolution advances industrial sustainability through AI and other technologies, increasing efficiency, reducing emissions, and conserving resources—contributing to a higher net positive change

AI industrial controls network diagram showing interconnected operations using industrial automation in mission-critical facilities.

Safety | July 24, 2024

Revolutionizing operations with AI Industrial Controls. Learn how industrial automation powered by artificial intelligence enabled adaptive control can optimize mission-critical facilities for unparalleled efficiency.

AI Control of Mission Critical Cooling at Merck

Research | June 25, 2024

At Merck's highly optimized production site in West Point, PA, Phaidra's autonomous AI Virtual Plant Operator solution is further enhancing reliability, stability and energy efficiency by refining the most difficult edges of optimization.

Blog post about and operator's experience as AI controls are deployed to support data center mission critical cooling

Safety | May 31, 2024

Virtual Plant Operators are being deployed in data center facilities to improve stability and energy efficiency as the industry demand explodes. Read these chronicles of an operator’s experience with AI control deployment in mission critical facilities.

IT security is paramount for Phaidra's AI control service

Security | May 08, 2024

Delivering supervisory level AI control of mission critical industrial systems requires advanced and forward thinking IT security infrastructure. Learn about how Phaidra puts security at the forefront.

Diagram of a reinforcement learning loop, with an agent interacting with an environment through states, actions, and rewards.

Research | April 08, 2024

A thorough look into one of artificial intelligence's most promising forms, reinforcement learning and how it could revolutionize decision-making across industries.

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AI Readiness Checklist: Operational Data Collection & Storage Best Practices

Download our checklist to improve your facility’s data habits. Whether you are preparing for an AI solution or not, these will help increase the value of your data collection strategies.

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