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ChemTreat's Operational Readiness Framework for AI Data Centers

ChemTreat, a leading player in industrial water treatment, has rolled out an innovative white paper titled The Framework for Operational Readiness in Data Center Cooling Systems. This document serves as a comprehensive guide aimed at project teams and contractors, providing essential methodologies and best practices designed to bridge the gap often seen in the construction and commissioning of next-generation AI data centers.

As the demand for AI data center infrastructure skyrockets, system reliability emerges as a critical performance indicator. Data shows that in 2025, significant outages in major data centers cost upwards of $100,000. Cutting-edge AI facilities are now striving for what is referred to as “five-nines” availability, which permits only around 5.26 minutes of unplanned downtime each year. However, many projects still depend on outdated standards regarding water readiness and hydronic cleaning specifications. This reliance can lead to contamination issues before systems even begin operations, significantly raising the risk of corrosion and performance problems.

ChemTreat's research reviewed hundreds of data center specifications and identified a troubling trend: few projects integrate input from cooling system and fluid chemistry experts early in the process. More often than not, such expertise is introduced too late, usually after significant decisions regarding water system design and chemical treatment have been finalized. This lack of early consultation limits the chance to establish precise turnover standards, inherently bringing hidden reliability risks before facilities even become operational.

Jacob Paugh, Senior Director of Global High Tech at ChemTreat, aptly noted, "The reality is that long-term reliability is often decided before a system ever comes online." He emphasized that the framework offers a practical structure for owners, engineers, and contractors to preemptively tackle potential issues instead of addressing them hastily, possibly compromising uptime to fix contamination or corrosion issues down the line.

The Operational Readiness Framework is built upon five essential principles aimed at achieving excellence in commissioning. Key components include a Preconstruction Readiness Assessment that seeks early engagement with cooling systems experts and a Day-One Readiness Checklist that spans design, construction, commissioning, and governance. These collectively enable project teams to set measurable criteria for evaluating the readiness of cooling systems ahead of the deployment of AI workloads.

Dr. Philip Yu, Senior Technical Services Consultant at ChemTreat, remarked, "Commissioning has traditionally been seen merely as a construction milestone, yet it should form the foundation for long-term reliability.” He expressed expectations that by incorporating cooling system and fluid chemistry insights early in the design process, project teams can customize commissioning to meet each facility’s distinct water specifications and infrastructure constraints. This process will not only facilitate a more reliable startup but also lay a solid foundation for consistent performance from day one.

As part of its Blueprint to Beyond™ initiative, ChemTreat actively supports data center cooling systems throughout various stages—from preconstruction to steady-state operations. This program integrates experienced field engineers, application-specific treatment procedures, the advanced CTSolutions® D2C direct-to-chip cooling package, sophisticated monitoring solutions, and laboratory validation.

For more comprehensive insights, you can access the full white paper, The Framework for Operational Readiness in Data Center Cooling Systems through ChemTreat’s platforms. This innovative approach underscores ChemTreat's commitment to enhancing the operational reliability of data centers as they evolve into the next generation of digital infrastructure.

About ChemTreat

ChemTreat, a subsidiary of Veralto, stands as a premier provider of industrial water treatment solutions, grounded in a legacy that demonstrates unwavering innovation, technical excellence, and local expertise. The company currently services over 200 data center sites, positioning itself uniquely to address the burgeoning needs of modern digital infrastructure with its Blueprint to Beyond™ framework.