The missing data link in enterprise AI: Why agents need streaming context, not just better prompts

VentureBeat•Wednesday, October 29, 2025 at 3:00:00 PM

Enterprise AI agents are evolving to better handle real-time business events, addressing a critical timing issue that has hindered their effectiveness. Traditional data processing methods, like ETL jobs, are often too slow for the immediate needs of these agents. By integrating streaming data systems, businesses can empower their AI agents to respond more swiftly and accurately, ultimately enhancing decision-making and operational efficiency. This shift is significant as it represents a move towards more agile and responsive AI solutions in the enterprise sector.

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