Data-Native AI Agents: Why Agents Must Move to Your Data

· Mooncake · July 15, 2026, 5:44 p.m.
Summary
This blog post discusses the limitations of current enterprise AI implementations which typically involve connecting large language models (LLMs) to existing data without fully utilizing the potential of data-native AI agents. The author argues for a shift towards approaches that allow AI agents to work more closely with data, highlighting how this can improve the effectiveness and efficiency of AI in enterprise settings.
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