What leaders need to know about generative AI
Top generative AI use cases
Explore generative AI use cases for your industry
Transcribe patient-clinician conversations and generate easy-to-review clinical notes and insights, reducing the workload on healthcare professionals.
By generating treatment plans based on a patient's specific genetic makeup, lifestyle, and disease progression, AI can contribute to more effective, personalized care.
AI can enhance, reconstruct, or even generate medical images like X-rays, MRIs, or CT scans, which can aid in better diagnosis.
Generate new potential molecular structures for drugs, accelerating the process of drug discovery and reducing costs.
Protein folding prediction
Predict the 3D structures of proteins based on their amino acid sequence, which is crucial for understanding diseases and developing new therapies.
AI can generate designs for synthetic biological systems, such as engineered organisms or biological circuits.
Anti-Money Laundering (AML)
Generative AI can help in creating synthetic datasets to improve AML systems by simulating various money-laundering patterns.
Generative AI can simulate various market scenarios and help in the creation and management of robust investment portfolios.
AI can generate the most effective communication and negotiation strategies for debt collection, increasing the rate of successful collections.
Generative AI can be used to create new product designs based on set parameters and constraints. It can generate multiple design options and optimize for factors like cost, materials, performance, etc.
AI can generate the most efficient production processes by modeling different scenarios and optimizing for variables such as cost, time, resource utilization, etc.
AI can help in generating new material compositions with desired properties.
Generative AI can model different pricing scenarios todetermine optimal pricing strategies that maximize profits.
AI can generate virtual models of customers for virtual try-ons, improving the online shopping experience.
Store layout optimization
AI can generate the most efficient store layouts to improve customer shopping experience and boost sales.
Media & Entertainment
Generative AI can be used to create scripts, dialogues, or even complete stories for films, TV shows, and games.
Generative AI can create immersive and interactive virtual environments for games or simulations.
AI can generate news articles or summaries based on raw data or events.
Common use cases
Tools for building with generative AI on AWS
The easiest way to build and scale generative AI applications with Foundational Models (FMs).
Train faster with up to 50% savings on training costs over comparable Amazon EC2 instances.
AI coding companion that helps you build applications faster and more securely; free for individual use.
Hugging Face on AWS
Dive deep and learn how to train, fine-tune and deploy Hugging Face models on AWS.
Learn how to build, train and deploy Foundational Models (FMs) at scale using Amazon SageMaker
Run high-performance FM inference with up to 40% lower cost over comparable Amazon EC2 instances.
Amazon EC2 UltraClusters
Scale to thousands of GPUs or purpose-built ML accelerators to access exascale compute
Run FM inference with up to 40% lower cost per inference over comparable Amazon EC2 instances