AI RESEARCH
Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems
arXiv CS.AI
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ArXi:2605.27571v1 Announce Type: new Modern analytics systems are fundamentally reactive, requiring users to define queries over increasingly complex and continuously evolving data. In real-time streaming environments, this paradigm breaks down, as the space of potential insights becomes too large to enumerate manually. We present a multi-agent architecture for autonomous insight discovery over real-time data streams.