AWS re:Invent 2025 - Reimagining Market Insights: The Amazon Quick Research and FactSet Integration

AWS re:Invent 2025 - Reimagining Market Insights: The Amazon Quick Research and FactSet Integration

Overview of Amazon Quick Suite

• Amazon Quick Suite is a new offering designed to unify data and applications, allowing business users to quickly access information and take action with the help of AI assistants.
• Key capabilities of Quick Suite include:
  • Spaces: Organize files, data, and dashboards into a shareable knowledge base
  • Chat Agents: Create custom AI assistants with access to knowledge bases and actions
  • Quick Research: A deep research tool that leverages company and external data
  • Quick Site: Visualize data and create/share dashboards
  • Quick Flows: Automate repetitive tasks like meeting preparation and to-do lists
  • Automate: Automate complex business processes

Quick Research: Accelerating In-Depth Analysis

• Quick Research is the deep research component of Quick Suite, enabling business users to tackle complex and time-intensive research and analysis tasks.
• Use cases include:
  • Creating market research plans
  • Developing product roadmaps
  • Analyzing competitors
  • Determining pricing strategies
• The Quick Research workflow:
  1. Define the research goal
  2. Select the data sources to be used
  3. Review the list of topics the AI agent will explore
  4. Monitor the research progress, which takes about 20 minutes
  5. Review the detailed report, explore specific statements, and view sources
  6. Create an executive summary to share with others

FactSet Integration: Unlocking Deeper Insights

• Quick Research recently integrated with FactSet, a leading global financial data and analytics provider, to enhance the depth and quality of research.
• FactSet provides a wide range of industry-leading data sets available in AWS Data Exchange and on the AWS Marketplace, including:
  • Core structured data: Pricing, reference data, financials, estimates
  • Unstructured data: News, transcripts, and event data
  • Market and macroeconomic data: Real-time exchange data
  • Event-driven data: M&A, private equity, and venture capital
  • Alternative data: Supply chain, geographic/industry revenue
• The FactSet integration allows Quick Research to leverage this extensive data to generate comprehensive, data-backed reports in a fraction of the time it would take a human analyst.

Demonstration: Analyzing Nvidia's Performance

• In the demonstration, the presenter asked Quick Research to analyze Nvidia, including:
  • How Nvidia has performed year-to-date versus its peers
  • A summary of Nvidia's latest earnings call
  • A summary of the last two weeks of news about Nvidia
  • Identification of two or three key risks for Nvidia
• The resulting 12-page report included:
  • Detailed financial figures and performance data sourced from FactSet
  • Peer comparisons for year-to-date stock performance
  • Identification of key risk factors, such as Nvidia's reliance on Taiwan Semiconductors, US-China export controls, and competitive pressures
• This level of comprehensive analysis would typically take an analyst 2-3 days to produce, but Quick Research was able to generate the report in just 20 minutes.

Business Applications Beyond Finance

• While the demonstration focused on a financial use case, the presenter noted that FactSet's data and analytics are also valuable for non-financial industries.
• Corporations in any industry can use Quick Research and FactSet data for:
  • Competitive intelligence
  • Industry benchmarking
  • Analyzing peer financials and earnings calls
  • Gaining insights into market trends and dynamics

Key Takeaways

• Amazon Quick Suite, and specifically the Quick Research component, enables business users to rapidly conduct in-depth research and analysis by leveraging AI and extensive data sources.
• The integration with FactSet's industry-leading financial data and analytics significantly enhances the depth and quality of the insights generated by Quick Research.
• This solution can dramatically accelerate research and analysis workflows, reducing the time required from days or weeks to just 20 minutes.
• While the demonstration focused on a financial use case, the capabilities of Quick Research and FactSet data have broad applicability across industries for competitive intelligence, benchmarking, and gaining market insights.