Micron Technology and Anthropic have announced a strategic alliance to jointly develop the next generation of artificial intelligence infrastructure. The partnership will focus on optimizing memory and storage solutions for large-scale AI models, including Anthropic’s Claude systems.

“Our compute strategy depends on getting every layer of the stack right, and memory and storage are central to how efficiently we can train and serve Claude,” said Tom Brown, co-founder and chief compute officer at Anthropic in a statement. “Partnering with Micron means we collaborate closely on optimizing these systems for our workloads and secure the supply we need. As demand for Claude grows, this is how we scale our compute for the long term.”

Large language models in AI use up enormous amounts of memory, much more than in the typical server environment. Because of this, memory demand has skyrocketed. And since AI models require vast amounts of data, that means storage demands have increased as well.

This is especially true with what are called frontier AI models, which are the largest and most advanced of the models out there. They demand the highest amount of performance from memory and storage infrastructure as well as processors. All of the leading AI vendors have them, including Google, OpenAI, Microsoft, Anthropic, and Meta.

Micron plans to collaborate closely with Anthropic’s engineering teams to tailor high-bandwidth memory (HBM) and next-generation DRAM technologies specifically for AI training and inference. Anthropic, for its part, will provide real-world workload insights and co-design feedback to guide Micron’s future product roadmap.

Micron emphasized that the partnership will also support its efforts to build more efficient and reliable AI systems. By improving memory throughput and reducing energy consumption, the company aims to lower the operational costs of deploying large models.

The companies did not disclose financial terms or exclusivity provisions of the agreement. However, both indicated that initial co-designed solutions could begin appearing in data center deployments within the next product cycle.

Micron has deployed Anthropic’s Claude models internally to accelerate coding and enable more advanced, agentic use cases across engineering, manufacturing and enterprise functions. The company expects to unlock new ways to design, build and operate at scale with this model.

In addition to the technology alignment and supply agreement, Micron has made a strategic investment in Anthropic’s Series H funding round, reflecting a shared focus on advancing the infrastructure required to support the next generation of AI.