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Your AI Is Only as Smart as the Data It Can See

By Erik Linask

Research from multiple reports shows that a staggering number – as high as 85% or even more – of AI projects fail or are delayed.  It’s not because the technology is bad, but because the models can’t see all the data they need and, consequently, leaders can't explain or trust the answers the models produce.

The stakes for getting the data piece right are high – not just for organizations, but for the CIOs and other leaders who drive the projects.  AI is a career-defining opportunity for many of them.  Yet, too many organizations rely on disconnected, static data pipelines that leave their AI running on yesterday's map, while the road ahead shifts in real time. "Good enough" data is no longer good enough.

That's the gap GigaSpaces is closing.  It’s eRAG solution now connects directly to Microsoft 365 Copilot to access your operational databases, eliminating the lag between real-time data and AI models’ understanding of it.  Going back to the map analogy, think of it as the difference between reading a paper map and having a GPS with live traffic visibility.

Most AI tools, including a default Copilot setup, don't have direct access to your live database schema.  Traditional AI integrations require middleware layers, manual schema mapping, and IT cycles that consume significant time and resources before insights reach decision-makers.  That means answers are only as fresh and accurate as the last time someone updated that data.  The eRAG + Copilot integration changes the architecture entirely.  It grounds Microsoft 365 Copilot in actual live schemas, making data natively queryable inside Microsoft applications.

The result isn't just faster answers, but also more trustworthy ones.  By anchoring responses to verified, real-time schemas rather than approximated or cached data, the integration enforces a simple but powerful rule:  100% accuracy, or no answer at all.  That's the hallucination killer enterprise AI has been waiting for.

Key capabilities at a glance:

  • Native Intelligence:  Query SQL or ERP data directly inside Teams, Outlook, and Excel – no new tabs, no exports.
  • Zero-Lag Decisions:  Skip weeks of manual data modeling. Live schemas mean Copilot is always current.
  • Grounded Accuracy:  Responses anchored to real data. The system returns a verified answer or nothing at all, eliminating hallucinations.
  • Fortress Privacy:  Your data stays within your tenant.  GigaSpaces provides the bridge; you keep the keys.

The promise isn't a polished demo – it's production reliability and a move from compelling proof-of-concepts to schema-accurate AI that organizations can depend on every day.

On March 24, GigaSpaces Solution Engineering AVP Tal Doron and Chief Architect Yoram Weinreb will walk through the architecture in detail, showing exactly how eRAG + Microsoft 365 Copilot transform static records into secure, real-time conversations.  Stop letting your data ride shotgun. It's time to put real-time insights in the driver's seat.  Register for the free webinar today.




Edited by Erik Linask
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