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Source document· March 16, 2026

Dell AI Data Platform with NVIDIA Supercharges Enterprise AI with Breakthrough Data Orchestration and Storage Innovations

View original at finance.yahoo.com
Dell AI Data Platform with NVIDIA Supercharges Enterprise AI with Breakthrough Data Orchestration and Storage Innovations Dell AI Data Platform with NVIDIA advancements automate the complete AI data lifecycle and deliver extreme AI storage performance for demanding agentic AI workloads Dell Technologies will support al…
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  • Dell Exascale Storage is the only 3-in-1 storage built for extreme-scale AI and HPC

    60% confidence
  • Dell Exascale Storage delivers read performance up to 6TB/second per rack

    60% confidence
  • Dell Exascale Storage is the only 3-in-1 storage built for extreme-scale AI and HPC

    60% confidence
  • The number one problem enterprises face when moving AI pilots to production is curating the data they already have and putting it to work

    60% confidence
  • NVIDIA CUDA-X libraries deliver up to 3x faster SQL queries

    60% confidence
  • The Dell AI Data Platform with NVIDIA automates the entire data lifecycle and delivers the speed and scale AI workloads demand

    60% confidence
  • Dell Exascale Storage is the only 3-in-1 storage built for extreme-scale AI and HPC

    60% confidence
  • Dell Exascale Storage delivers read performance up to 6TB/second per rack

    60% confidence
  • Customers see up to 12X faster vector indexing, 3X faster data processing, and 19X faster time-to-first-token than traditional computing approaches

    60% confidence
  • Dell Lightning File System delivers up to 2X greater throughput per rack unit than competing parallel file systems

    60% confidence
  • Customers see up to 12X faster vector indexing compared to traditional computing approaches

    60% confidence
  • NVIDIA RTX PRO Blackwell Server Edition GPUs enable up to 3x faster SQL queries

    60% confidence
  • Dell's enterprise expertise, combined with full-stack NVIDIA AI infrastructure, creates the foundation organizations need to deploy AI at scale

    60% confidence
  • Early adopters of Dell AI Factory see up to 2.6x ROI within the first year

    60% confidence
  • The number one problem enterprises face when moving AI pilots to production is curating the data they already have and putting it to work

    60% confidence
  • Dell PowerScale's pNFS architecture delivers up to 6X faster performance with large files in enterprise AI environments compared to NFSv3

    60% confidence
  • Lightning File System delivers up to 150 GB/second per rack

    60% confidence
  • Dell PowerScale's pNFS architecture delivers up to 6X faster performance with large files in enterprise AI environments compared to NFSv3

    60% confidence
  • The shift to autonomous agents requires a fundamentally different approach to data infrastructure, with automated orchestration, AI-native storage and GPU-optimized performance architected to work together

    60% confidence
  • NVIDIA CUDA-X libraries deliver up to 3x faster SQL queries and 12x faster vector indexing

    60% confidence
  • Dell Exascale Storage delivers read performance up to 6TB/second per rack

    60% confidence
  • Dell Lightning File System provides up to 20X greater performance versus traditional flash-only scale out file competitors

    60% confidence
  • Dell PowerScale's pNFS architecture delivers up to 6X faster performance with large files in enterprise AI environments compared to NFSv3

    60% confidence
  • Early adopters of Dell AI Factory see up to 2.6x ROI within the first year

    60% confidence
  • NVIDIA GPU-accelerated vector indexing delivers 12x faster performance

    60% confidence
  • Dell PowerScale pNFS architecture delivers up to 6X faster performance with large files in enterprise AI environments compared to NFSv3

    60% confidence
  • Dell Lightning File System delivers up to 20X greater performance versus traditional flash-only scale out file competitors

    60% confidence
  • Lightning FS delivers up to 20X greater performance versus traditional flash-only scale out file competitors

    60% confidence
  • The shift to autonomous agents requires a fundamentally different approach to data infrastructure, with automated orchestration, AI-native storage and GPU-optimized performance architected to work together

    60% confidence
  • Early adopters seeing up to 2.6x ROI within the first year of Dell AI Factory deployment

    60% confidence

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Enterprise AI Agents Scale Up Through Partnerships and Funding, But Data Readiness Lags Ambition
A wave of vertical AI-agent startups (Swarm, Veridox, Avallon AI, DA2, F2, Earthian, Meanwhile, Covecta, Penguin AI, Maisa AI) is being funded and profiled just as major infrastructure players — Microsoft/Mistral, Siemens/NVIDIA, and Manulife/Microsoft — cement enterprise AI governance and compute partnerships. Yet a Google Cloud report shows AI agents still lack access to the majority of company data (only 45% on average), and insider selling at incumbent C3.ai signals investor caution even as adoption intent (100% planned agentic AI use within two years) races ahead of actual data infrastructure.
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