IBM Whitepaper

Your AI Can’t Act On What It Can’t Access

  • By IBM
  • February 13, 2026

Your high-priced AI pilots are likely stalling because they’re starving on a diet of curated scraps, with only 1% of enterprise data actually reaching traditional models. So while you’re obsessing over LLM parameters, 90% of your institutional intelligence remains locked in the “dark matter” of unstructured silos — invoices, contracts, and videos that your current stack simply can’t digest. If you can’t unify access across your messy hybrid-cloud reality, your agentic AI is just a very expensive paperweight.

Download this whitepaper to stop “ripping and replacing” and start refining your existing architecture for the agentic era. It offers a lean strategy to bridge the gap between structured and unstructured assets without the traditional “vector-only” limitations that break governance.

Key takeaways:

  • Zero-migration unity: Achieve a holistic view of your entire data estate through open formats and lakehouse architecture, accessing data where it lives instead of moving it.
  • Structured derivatives: Transform chaotic unstructured content into AI-ready formats to drive high-fidelity, public-facing automation.
  • Unified governance: Propagate source-level permissions and security rules downstream so your AI agents don't become your biggest compliance nightmare.

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