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Transforming professional work: How Amazon Quick turns document creation from hours into minutes

Machine Learning Blog



This article explores Amazon Quick's document and visualization creation capabilities, which use AI to transform professional document production from hours into minutes by automating formatting, data integration, and layout work.

  • Pulls live data from QuickSight dashboards, S3, Redshift, and RDS databases
  • Generates five output types: Word, Excel, PowerPoint, PDF, and PNG business visuals
  • Outputs are fully editable native files with working formulas and formatting preserved
  • Two editing modes: chat-based for broad changes, inline comments for targeted edits
  • Template cloning preserves brand standards across PowerPoint, Excel, and custom themes
  • Data-grounded generation eliminates fabricated data by using uploaded or connected sources
  • Real-world examples: sales pipeline forecasts in 45 minutes, ROI models with sensitivity analysis
  • Applicable across sales, finance, marketing, operations, and legal roles
  • Conversational interface requires no technical expertise or new application training

Amazon Quick democratizes professional document creation by automating mechanical work, enabling smaller teams to produce higher-quality output while freeing knowledge workers to focus on strategic analysis and judgment.



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