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The Register - Special Features: The Future of the Datacenter

AI is rewriting how power flows through the datacenter All aglow about DCs, investors launch $300M at microreactor startup Why do bit barns keep bumping up our bills, Senators ask DC operators Delays? What delays? Oracle insists its $300B cloud contract with OpenAI is on track Galactic Brain space datacenter coming in 2027, pledges startup Aetherflux Activist groups urge Congress to pause datacenter buildouts Bezos-backed Unconventional AI addresses datacenter power Meta and Google tap NextEra to feed their hungry datacenters Datacenters accused of hoarding grid capacity Amazon’s Trainium3 is the latest to conform to Nvidia’s mold Datacenters planned for Scotland could drain a loch of power Datacenters must generate their own power or fail HPE to ship rack-scale AI system using AMD's Helios in 2026 London grid crunch delays new housing amid datacenter boom Britain plots atomic reboot as datacenter demand surges OCP learning how to get quantum computers into existing DCs AMD taking AI fight to Nvidia with Helios rack-scale system Nvidia's AI factory dream gets the Omniverse treatment Qualcomm announces AI accelerators and racks they'll run in
Palantir aims to help energy companies meet AI power crunch
Brandon Vigliarolo Brandon Vigliarolo · 2025-12-05 · via The Register - Special Features: The Future of the Datacenter

The Future of the Datacenter

Palantir wants to set the juice loose with new AI power initiative

Nvidia is along for the ride with chips to offer, naturally

Palantir has always been a company marked by ambition, and it's embarking on what might be its most ambitious project yet with Chain Reaction, a new multi-industry, AI-powered software suite designed to eliminate energy bottlenecks for datacenters.

Palantir announced the project Thursday morning, describing its objective with Chain Reaction as a complete rethink of the software stack underlying American energy infrastructure. 

"The bottleneck to AI innovation is no longer algorithms; it is power and compute," the company said in its statement. "America is at an inflection point in the energy infrastructure buildout, and it requires software built for an entirely different scale." 

There's not much debating that point, thanks to datacenters' insatiable hunger for energy and compute space, demand for which is growing far faster than supply can keep up.

Chain Reaction is designed to serve the entire datacenter supply chain, according to Palantir, with energy producers, power distributors, datacenters and infrastructure builders all given a space in the so-called "operating system for American AI infrastructure." 

The company sees it being used at various firms to help modernize power generation; stabilize and expand power grids; and speed up generation, transmission and compute construction. Basically, if it touches the energy supply chain for AI infrastructure development, Palantir wants Chain Reaction to have a role in it. 

"Chain Reaction offers ... systems to manage complex assets (generation, transmission, data centers), from conception, through construction to operations," a company spokesperson told us.

No surprise, but Palantir is touting Nvidia as one of the launch partners for Chain Reaction. The deal expands on the AI arms dealer's partnership with the company, announced in late October, when Nvidia added CUDA-X library and Neomotron AI models into Palantir's AI platform. 

Thursday, Nvidia told The Register that its Chain Reaction contribution will be expanding its presence in Palantir's AI Intelligence Platform and Ontology into the AI infrastructure ecosystem. 

"Energy, construction, and data center operations … each has an incredibly complex supply chain that can be optimized with AI" an Nvidia spokesperson said. If there's going to be buildout, Nvidia wants to make sure its chips are involved, which they will be under the expanded partnership announced today.  

Palantir has also scored a Chain Reaction energy infrastructure partner in Texas-based CenterPoint Energy, which is deploying the software in its systems "to accelerate speed-to-power, and improve operational visibility across its critical assets." CenterPoint is already a Palantir partner, using the company's AI systems to improve grid resiliency and speed storm response. 

"The energy infrastructure buildout is the industrial challenge of our generation," Palantir head of energy and infrastructure Tristan Gruska said in the company's announcement. "But the software that the sector relies on was not built for this moment."

With the role Chain Reaction could play in shaping the future of AI energy infrastructure such a massive and critical one, you'd expect Palantir's press release and the accompanying Chain Reaction website to be rich in details about how the platform will work, but it's pretty bare bones.

Palantir did let The Register know that, while it seems like Chain Reaction would be the sort of platform that interfaces between firms in various sectors to smooth planning, it's actually designed for use within a single organization. The platform will be most valuable to a customer when it's "used across their owned portfolio and facilities," Palantir noted in an email, suggesting it envisions it being used by large players like CenterPoint, which operates both power generation and transmission facilities.

While the ultimate goal is to build "a suite of systems designed to orchestrate, monitor, and manage the complex processes involved in building out AI infrastructure, such as data centers and the supporting energy grid," according to a Palantir spokesperson, Chain Reaction's initial focus is on managing energy assets. "It is designed to be extensible to other actors involved in the AI/data center chain." ®