Friday, November 13, 2026

88% of Enterprise AI Leaders Regret Skipping Foundations as Dell-NVIDIA Infrastructure Wave Crests

The Agentic Enterprise Report 2026 found 88% of leaders regret bypassing foundational AI work, even as Dell and NVIDIA push synchronized GPU infrastructure into mass deployment. A parallel governance crisis—42% of organizations have no clear internal AI owner—is creating stranded capex risk just as hardware availability peaks. Governance tooling and organizational redesign are set to drive the next enterprise spending wave through 2026.

LM Salvado
LM Salvado

June 23, 2026

88% of Enterprise AI Leaders Regret Skipping Foundations as Dell-NVIDIA Infrastructure Wave Crests
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88% of enterprise leaders regret skipping foundational work before deploying agentic AI, the Agentic Enterprise Report 2026 found.1 The data lands as Dell and NVIDIA execute a synchronized buildout—GPU-accelerated processing, exascale storage, and MI350P deployments—pushing enterprise AI infrastructure into its mass-deployment phase across 2026.

The hardware surge is accelerating capital commitments. But 42% of organizations still lack a clear internal owner for agentic AI initiatives.1 That gap is a structural risk: enterprises buying compute before the governance structures to operate it safely exist.

Snowflake's CoCo platform is positioning as the control layer in this environment. Fanatics, Thomson Reuters, and WHOOP are using CoCo to manage workflows across data, models, and applications through a unified governed environment.2 Snowflake frames CoCo as the agentic control plane sitting between raw infrastructure and business processes.

The organizational design problem runs deeper than platform selection. Existing tech stacks were built for human-operated, application-centric workflows—they need reconsidering when AI agents operate at machine speed across multiple systems simultaneously.3 That redesign represents a second, lagging capex cycle distinct from hardware spend.

Early movers on governance are reporting measurable returns. Ema, which shifted to outcome-based metrics, reported 3x ROI within two quarters.1 YC W26 cohort entrants Salus, Moritz, and General Legal are building specifically for guardrails and compliance—a signal that venture capital is pricing governance as infrastructure, not overhead.1

For investors tracking enterprise tech, the pattern points toward a bifurcated spending cycle. Hardware dollars from the Dell-NVIDIA buildout are already deployed. The second wave—governance tooling, compliance infrastructure, organizational redesign—will concentrate spending through 2026 as the majority who skipped foundations are forced to retroactively build them.

AI agents function not as another stack layer but as connective tissue moving across layers to coordinate tasks and contextualize data from multiple applications.3 That cross-layer dependency makes governance failure expensive: a poorly owned agent operating at machine speed across enterprise systems carries outsized downside.

The market read is direct. Infrastructure spend without ownership structures produces stranded assets. The 42% of organizations without a clear AI lead are the next buyers—of governance software, not just GPUs.

Source documents

Via News is a conduit. We point to the source documents behind this report — we don't replace them. Trace any claim to its source and decide what to trust. How we source

Source Trace Score12 source documents12 with a live linkVerifiability: Strong
  1. [1]Press releaseGlobeNewswire· June 9, 2026
    Contentstack stellt seine „Agentic Experience Platform“ (AXP) mit „Agent OS“ und „Agent Accelerator“ vor, um Hindernisse für den ROI und die Einführung von KI in Unternehmen zu beseitigen
  2. [2]News articleYahoo Finance· May 26, 2026
    Factory Announces Madison Faulkner as Head of Strategy and Welcomes AI Veteran and NEA Partner, Lila Tretikov to Board
  3. [3]News articleMIT Technology Review
    Rethinking organizational design in the age of agentic AI
  4. [4]News articleYahoo Finance· June 2, 2026
    Snowflake CoCo Redefines Enterprise AI Development as the Coding Agent Built for Faster, Easier, and More Powerful Innovation Anywhere
  5. [5]News articleMIT Technology Review
    The Download: whole-body rejuvenation drugs and five things to know about AI
  6. [6]News articleYahoo Finance· May 20, 2026
    AMD MI350P PCIe GPUs Extend AI Reach Into Enterprise Data Centers
  7. [7]Press releaseGlobeNewswire· March 24, 2026
    Cloudera Membawa Era Awan di Mana Saja ke Persidangan Tahunan Global Data dan AI, EVOLVE26
  8. [8]News articleYahoo Finance· March 16, 2026
    Dell AI Data Platform with NVIDIA Supercharges Enterprise AI with Breakthrough Data Orchestration and Storage Innovations
  9. [9]News articleIEEE Spectrum
    How Melbourne’s AI and Data Center Flywheel Is Accelerating Research Innovation
  10. [10]News articleYahoo Finance· April 19, 2026
    STT Q1 Deep Dive: Fee Revenue, Digital Innovation, and AI Transformation Propel Results
  11. [11]Press releaseGlobeNewswire· June 17, 2026
    Trident Digital Tech Holdings (Nasdaq: TDTH) Positions for Next Phase of Global Expansion Through Direct Nasdaq Ordinary Share Listing and Strategic Capital Realignment
  12. [12]News articleYahoo Finance· May 25, 2026
    Will AI Cloud Demand Fuel Alibaba's FY2027 Enterprise Growth?

In this story · Knowledge Files

LM Salvado
LM Salvado

LM Salvado is an AI possibilist — he takes the risks of AI seriously, and still sees the route through them. Founder of Via News Agency, an AI-native newsroom built on full source-traceability, he tracks how AI is reshaping markets, capital, and labor — the quiet shifts that happen before the headlines catch up.

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