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AI data storage is evolving at breakneck speed. In 2026, the convergence of high‑density flash, AI‑native platforms, and predictive analytics is reshaping how enterprises manage data.

  • Flash drives now deliver the low latency required for real‑time inference.
  • AI‑native infrastructure like NVIDIA BlueField‑4 and IBM Storage Scale reduce power and space footprints.
  • Predictive maintenance powered by machine learning cuts downtime and operational costs.

These trends collectively drive a sustainable, high‑performance storage ecosystem that supports the next wave of AI workloads.

Databricks continues to dominate the AI and data platform space, delivering a mix of strategic funding, product innovation, and industry influence. The company’s recent Series K round pushed its valuation past the $100 billion mark, underscoring investor confidence in its AI‑centric roadmap.

  • Series K Funding: Valued at >$100 B, the round fuels expansion into new markets and product lines.
  • Lakebase GA: A serverless PostgreSQL service that lets developers run operational workloads directly on Databricks.
  • MemAlign for MLflow: Cuts LLM evaluation cost and latency, making large‑model training more scalable.

Qubika’s QBricks leverages Databricks to accelerate AI agent development, while a former real‑estate chief’s exit signals a shift toward a more tech‑focused corporate culture. Together, these stories paint a picture of a company that is not only scaling its platform but also reshaping how enterprises build and deploy AI solutions.

Snowflake is positioning its AI Data Cloud as the backbone for enterprise generative AI. A $200 million partnership with OpenAI embeds ChatGPT‑style models directly into Snowflake’s governed environment, letting companies run large language models on trusted data without moving it elsewhere. This move accelerates AI adoption while preserving security and compliance.

Key highlights: - Cortex suite enables developers to build AI‑powered apps, including the new Cortex Code coding agent. - Snowflake Intelligence agents report the fastest adoption rate in company history, signaling strong demand for embedded AI. - Integrated governance, multi‑cloud support, and a unified data lake simplify AI pipelines and reduce operational overhead.

Overall, Snowflake’s strategy blends data warehousing strength with cutting‑edge AI, creating a differentiated platform that can scale from analytics to generative workloads.

Web Results

DDN: Data Intelligence Platform Built for AI

When AI leaders need performance without compromise, they turn to the trusted data platform behind some of the world’s most advanced AI environments. DDN partners with NVIDIA, Supermicro, Google Cloud, and leading Al innovators to deliver: Unrivaled performance at scale, maximizing Al efficiency and accelerating time to insight. AI-optimized Storage for large-scale LLMs, generative Al, and deep learning.

www.ddn.com/

AI data storage leads 2026 hardware outlook memory cycle

<strong>The firm expects the memory storage super cycle to run through at least 2026</strong>. It argues that AI training, inference, richer media formats and lengthening corporate retention policies will keep utilization and pricing elevated.

en.cryptonomist.ch/2026/01/16/ai-data...

Why AI data storage must deliver unprecedented performance with intelligence and automation. #NutanixForecast

Simultaneously, AI is making storage smarter and more efficient by enabling autonomous management, predictive maintenance, compliance enforcement and tiered storage hierarchies. Jonathan Garini, CEO and enterprise AI strategist at Fifthelement, said AI models produce massive amounts of structured and unstructured data that demand both scalability and speed.

www.nutanix.com/theforecastbynutanix/...

Storage constraints add to AI data center bottleneck | Network World

“AI inference isn’t just a GPU ... Mehta. “<strong>Expect tight supply into 2026, higher pricing, and a faster move to dense [flash storage] footprints, especially where power, space, and latency are constrained</strong>.”...

www.networkworld.com/article/4076565/...

Hyperscale AI data centers: 10 Breakthrough Technologies 2026 | MIT Technology Review

Hyperscale AI data centers bundle hundreds of thousands of specialized computer chips called graphics processing units (GPUs), such as Nvidia’s H100s, into synchronized clusters that work like one giant supercomputer. These chips excel at processing massive amounts of data in parallel. Hundreds of thousands of miles of fiber-optic cables connect the chips like a nervous system, letting them communicate at lightning speed. Enormous storage systems continuously feed data to the chips as the facilities hum and whir around the clock.

www.technologyreview.com/2026/01/12/1...

Databricks newsroom | Databricks

<strong>Explore real customer stories and discover how top businesses harness Databricks to power innovation</strong>. ... The first serverless Postgres database purpose-built for the age of AI. ... Connect with us through our newsletter, social media channels ...

www.databricks.com/company/newsroom

Databricks Press Releases | Databricks

Stay updated with the latest news and press releases from Databricks, covering innovations, partnerships, and more.

www.databricks.com/company/newsroom/p...

News

The Databricks IPO Watch — The Information

Plummeting software stocks aren’t good <strong>news</strong> for any company with a big enterprise business that is considering going public. Nonetheless, there’s a growing consensus that 12-year-old <strong>Databricks</strong>—whose initial public offering has been chatted about for years—could take the step by the ...

2 days ago

Snowflake signs $200 million deal with ChatGPT maker OpenAI

ChatGPT maker OpenAI and cloud data platform <strong>Snowflake</strong> have entered a multi-year partnership valued at $200 million to integrate advanced artificial intelligence models directly into <strong>Snowflake</strong>’s enterprise data environment, as companies look to deploy <strong>AI</strong> at scale without compromising security, ...

2 days ago

Inside Snowflake and OpenAI’s $200 Million Gambit to Reshape Enterprise Intelligence

<strong>Snowflake</strong> and OpenAI&#x27;s $200 million partnership marks a pivotal moment in enterprise <strong>AI</strong>, combining cloud data infrastructure with advanced language models to address critical integration challenges. The multi-year agreement positions both companies to dominate the burgeoning market for <strong>AI</strong>-powered ...

2 days ago

Snowflake's Q3 Revenue Growth Slows Amid Profitability ...

<strong>AI</strong>-Driven Growth Potential: <strong>Snowflake</strong>&#x27;s enterprise <strong>AI</strong> agent, <strong>Snowflake</strong> Intelligence, achieved the fastest adoption rate in the company&#x27;s history, indicating that despite the overall revenue growth slowdown, strong demand for <strong>AI</strong> features could provide momentum for future growth.

3 days ago

Videos

Why Data Storage Is The Key To Smarter AI

Why Data Storage Is The Key To Smarter AI

Charles Giancarlo, Chairman And CEO of Pure Storage, joined "Forbes Talks" discuss the future of data storage, sustainability in tech, and the importance of data in the AI development race.