# Meta Taps AWS Graviton for AI _Meta is significantly expanding its AI infrastructure by deploying tens of millions of AWS Graviton processors to power agentic AI workloads._ **Published:** 2026-04-24 **Source:** https://www.startuphub.ai/ai-news/technology/2026/meta-taps-aws-graviton-for-ai --- Meta is deepening its relationship with Amazon Web Services, signing a significant agreement to deploy AWS Graviton processors at scale for its burgeoning AI efforts. This deal marks a substantial expansion of their existing partnership, focusing on powering the agentic AI workloads behind Meta’s next generation of artificial intelligence. The deployment kicks off with tens of millions of [AWS Graviton5](/ai-news/artificial-intelligence/2026/meta-bets-on-aws-graviton-for-ai) cores, with built-in flexibility for future expansion as Meta’s AI capabilities evolve. This positions Meta as one of the largest customers for Amazon’s custom silicon. This strategic move underscores a critical shift in AI infrastructure. While GPUs remain paramount for training massive models, the rise of agentic AI, systems capable of reasoning, planning, and executing complex, multi-step tasks, is driving immense demand for CPU-intensive processing. Workloads like real-time reasoning, code generation, and orchestrating autonomous agents are precisely where Graviton processors excel. AWS designed its [Graviton chips](/ai-news/semiconductors/2026/arm-s-ai-chip-ambitions-take-center-stage) to offer a faster, cheaper, and more energy-efficient cloud computing experience. The latest Graviton5 boasts 192 cores and a significantly larger cache, improving inter-core communication by up to 33% for faster data processing and greater bandwidth, essential for the continuous reasoning required by agentic AI. Meta’s expanded use of Graviton processors reflects a strategic imperative to diversify compute sources while optimizing for performance and efficiency at its massive scale. As Santosh Janardhan, Head of Infrastructure at Meta, stated, "AWS has been a trusted cloud partner for years, and expanding to Graviton allows us to run the CPU-intensive workloads behind agentic AI with the performance and efficiency we need at our scale." This collaboration, detailed in announcements from [Amazon News](https://www.aboutamazon.com/news/aws/meta-aws-graviton-ai-partnership?utm_source=rss), signals a new era for large-scale AI infrastructure, leveraging purpose-built silicon to deliver increasingly sophisticated AI experiences to billions. --- Original analysis from [startuphub.ai](https://www.startuphub.ai), the #1 AI startup directory. © StartupHub.ai. All rights reserved. You may not republish this article in full without a license. Search engines and AI research tools may crawl and summarize for reference. Bulk reproduction or model training on this content requires a license. See https://www.startuphub.ai/terms.