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@huksley
Created July 25, 2024 13:39
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AI usecases from AWS GenAI survey

Which of the following best describes your organization’s current usage or future intentions for using generative AI for each of the following specific use cases?

  • Content categorization (e.g., auto-tagging and indexing media libraries, identifying medical or insurance codes, product descriptions, etc.)
  • Fraud detection and prevention (e.g., detecting fraud in financial services, healthcare claims/billing, etc.)
  • Chatbot/self-service for customer support (e.g., product help, searching documentation, etc.)
  • Quality control and anomaly detection
  • Customer feedback analysis
  • Generating marketing/sales content (e.g., blogs, proposals, articles, etc.)
  • Supply chain optimization and management (e.g., route optimization, loading schedules, etc.)
  • Data analysis and interpretation (e.g., analyzing data and generating documents and reports based on research data, metrics, behavioral data, or other data points, etc.)
  • Invoice automation
  • Cybersecurity threat detection
  • Personalized customer communications (e.g., automated customized emails, etc.)
  • Predictive maintenance (e.g., simulating wear on equipment, predicting failures, and optimizing maintenance schedules, outage predictions)
  • HR screening
  • Creating training scenarios (e.g., creating virtual scenarios in which to simulate skills, emergency responses, etc.)
  • Demand forecasting (e.g., simulating scenarios to predict future demand for products, aiding in inventory management and production planning)
  • Generating code
  • Interpreting images (e.g., x-rays, images of a skin condition, detecting inappropriate content)
  • Project management (e.g., optimizing timelines, resource allocation)
  • Sales and marketing funnel management (e.g., optimizing campaigns, identifying prospects)
  • Innovating and modeling new ideas (e.g., drug discovery, new product ideas)
  • Pricing optimization
  • Impact assessment (e.g., modeling the impact of activities, helping companies plan and implement mitigation strategies)
  • Chatbot for internal employee use (e.g., to search internal documentation, information, etc.)
  • Graphic design and content generation/modification (e.g., logo generation, characters, animations, visual effects, automated dubbing, creating detailed environments and worlds, etc.)
  • Language translations
  • Layout optimization (e.g., retail planograms, circuitry planning, network planning, etc.)
  • Summarizing documents or information (e.g., key points from a document, call summary, etc.)
  • Personalized customer experiences (e.g., health or diet plans, personalized medicine, customized service bundles, personalized travel itineraries, personalized education plans, virtual try-ons or tours, AI-managed portfolios, etc.)
  • Product design and prototyping
  • Administrative tasks (e.g., messaging, notes, scheduling, transcribing)
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