BFSI insights

Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics

Published 7 Nov 2025 · arXiv · Akshara Prabhakar
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Overview

Enterprise Deep Research (EDR) is a multi-agent system designed to transform unstructured data into actionable insights for enterprises. It features a Master Planning Agent, specialized search agents, and a Visualization Agent, all contributing to enhanced enterprise analytics.

Key Insights

  • Multi-Agent System: EDR includes a Master Planning Agent and four specialized search agents for different data sources, enhancing data processing and insight generation.
  • Performance: EDR outperforms existing agentic systems on benchmarks like DeepResearch Bench without human intervention.
  • Enterprise Integration: The system supports automated report generation and real-time streaming, validated on internal datasets.

BFSI Relevance

  • Why Relevant: EDR's ability to process large volumes of unstructured data into actionable insights is crucial for BFSI sectors dealing with complex data environments.
  • Primary Sector: Financial Services
  • Subsectors: Asset Management, Corporate Banking
  • Actionable Implications: BFSI professionals should explore integrating EDR for enhanced data analytics and decision-making processes.
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