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Financial ServicesSolution

Agentic Financial Research Assistant

An AI agent that gathers market data, summarizes filings and drafts research notes for analysts.

Solution
Generative AI
Industry
Financial Services
Company Size

Solution Overview

industry
Financial Services
solution
Generative AI
technologies
Azure AI Foundry, Azure OpenAI, Azure AI Search, Azure AI Document Intelligence, Microsoft Fabric, Microsoft Purview

The Challenge

Analysts spend the majority of their day gathering, cleaning and formatting information (pulling filings, extracting figures, checking market data, assembling comparison tables), and only a fraction of it on the judgment their institution actually pays for.

  • 1Analysts spending more time gathering and formatting than analyzing
  • 2Coverage limited by manual capacity, leaving smaller names unwatched
  • 3Market-moving filings and disclosures picked up late

Our Approach

CloudGate builds a multi-tool research agent on Azure AI Foundry that gathers market data and filings, extracts and normalizes financials, runs comparisons and drafts cited briefing notes for analyst review.

  • Multi-tool agent pulling from market data feeds, filings and internal document stores
  • Automated extraction and normalization of financials for comparison
  • Cited draft briefing notes with every claim linked to its source passage

Typical Outcomes

3-4x
TYPICAL RESEARCH THROUGHPUT
Cited
EVERY CLAIM LINKED TO ITS SOURCE
Analyst-in-loop
REVIEW AND SIGN-OFF RETAINED

Typical outcomes for this solution pattern, not the results of a named client engagement.

Technologies Used

Azure AI FoundryAzure OpenAIAzure AI SearchAzure AI Document IntelligenceMicrosoft FabricMicrosoft Purview
Full architecture and data flow in the Data & AI Catalog

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