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

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

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

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

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

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

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

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

    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 RTX PRO Blackwell Server Edition GPUs with CUDA-X libraries deliver 12x faster vector indexing

    60% confidence
  • Dell Lightning File System is the world's fastest parallel file system

    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 150 GB/second per rack

    60% confidence
  • Many enterprises hit a wall because much of their data remains trapped in silos, lacking structure, business context, and governance

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

    60% confidence
  • Over 4,000 customers are deploying the Dell AI Factory

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

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

    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
  • NVIDIA RTX PRO Blackwell Server Edition GPUs with CUDA-X libraries deliver up to 3x faster SQL queries

    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

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What we're seeing
The Agentic Takeover of the CFO's Office
Enterprise finance software vendors—BlackLine, OneStream, Numero AI, and Oracle—are racing to embed autonomous AI agents into core financial operations (close, consolidation, reporting), backed by consolidation M&A (Numero-Royu, BlackLine-WiseLayer), fresh leadership hires, and survey data showing nearly a quarter of CFOs plan to boost AI spending over 50%. Adoption momentum is strong even as at least one bellwether (Oracle) sees its stock lag year-to-date, suggesting the market hasn't yet fully priced in the shift from AI-as-feature to AI-as-agent in finance.
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Satellite-Terrestrial Network Integration Acceleration
Increased investment and launches in hybrid satellite-cellular networks across telecom industry; competitive responses from other carriers; regulatory activity around satellite spectrum; expansion of emergency/rural connectivity use cases
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Where sources disagree
Morgan Stanley & Co. LLC
Two significantly different EPS values (10.21 vs 2.68 USD_per_share) are reported for Morgan Stanley on the same observation date (2025-12-31). Fact A specifies FY 2025, while Fact B's 'N/A' fiscal period is ambiguous. If both represent FY 2025 annual EPS, these values directly conflict. The magnitude of the difference (3.8x) is too large to attribute to rounding or minor calculation variations. The missing fiscal period in Fact B raises data quality concerns, but same-date observation + same attribute should reference the same period.
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