Why enterprise AI needs real-time conversations, not just documents

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The "enterprise brain" is a term featuring more and more prominently in the enterprise technology market and at the C-suite level. Technology vendors of all varieties are scrambling to connect internal documents, knowledge bases and structured data systems into a unified architecture.

The compelling goal is to provide AI agents with as deep organizational context as possible so they can reason, automate and assist with scarcely believable accuracy.

But as businesses pour resources into linking their databases, policy documents and CRM entries, a significant blind spot remains.

Efforts to build an enterprise brain often overlook the intelligence contained in the millions of conversations employees are already having with customers, colleagues and candidates across phone calls and messaging channels.

CEO and Co-Founder of Ringover.

Documents tell you what your policies are and CRM records can tell you what happened, but business conversations tell you why an incident happened.

For any...

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