Artificial Intelligence and Machine Learning
for Financial Services
AI/ML power financial services transformation.
Generative AI for financial services
Generative AI is reshaping the data and analytics landscape faster than ever imagined. Learn how AWS is helping financial services institutions leverage generative AI at scale and drive innovation at an unprecedented pace.
Financial institutions are using artificial intelligence (AI) and machine learning (ML), and generative AI services on AWS to transform their organizations faster and in ways never before possible. With AWS, they can automate and personalize experiences, enhance analytics, and increase efficiency on the most secure, scalable, and resilient cloud.
Reinventing the future of financial services with AI/ML
NatWest Bank Personalizes the Customer Experience
Using AWS
NatWest Group discusses how the bank leverages nearly 100 machine learning models and data analytics to improve customer experiences leveraging AWS.
Fidelity International improves customer experience
Resolution Life improves customer experience and data management
Itaú Improves Speed to Market and Productivity of ML Solutions
Extend AI/ML Momentum Across Your Business graphic
Explore how AI and ML and now generative AI on AWS can help you innovate across your business.
Benefits
Solve real-world financial services challenges, pursue new opportunities, and innovate with confidence. Join more than 100,000 AWS customers building on 20+ years of experience at HAQM.
Address financial services challenges to improve the customer experience, create highly personalized offerings, identify fraudulent activity, and simplify document processing. Use ready-made, purpose-built AI services or your own models with AWS ML services.
Get the support you need along every stage of your AI/ML journey. Kick off your proof of concept with AWS experts, work with 80+ competency partners, and upskill your teams with training and hands-on tutorials.
Build financial services applications with generative AI using popular foundation models or use services with generative AI built in, all running on the most cost-effective cloud infrastructure for generative AI.
AI/ML use cases for Financial Services
Customer experience and onboarding
Financial services institutions are using AI/ML technologies and applications to streamline customer onboarding and Know-Your-Customer (KYC) processes. AI/ML also plays a growing role in delivering richer customer experiences.
Personalization
AI/ML allows financial services institutions to develop models that deliver unique experiences, including customized lending or insurance products and rates, as well as highly tailored investment portfolios and products.
Document processing and text analytics
With AI/ML, firms can extract text from millions of documents, understand the sentiment of and relationships between documents, and include a manual step to validate the AI/ML results to ensure compliance.
Predictive analytics
AI/ML predictive analytics help financial services institutions to better anticipate customer demand and manage associated risk. For example, they can accurately predict customer account balances as well as asset demand and derivative pricing.
Fraud detection and prevention
Leveraging AI/ML and analytics services, banking, capital markets, insurance, and payments firms can provide a frictionless customer experience while preventing fraudulent transactions—protecting consumers and their own bottom line.
Credit decisioning and underwriting
Financial services institutions are making faster, more accurate credit and underwriting decisions with AI/ML, and using alternative data sources to offer products to customers without an extensive credit history.
AI/ML insights for financial services
AWS provides the broadest and deepest set of AI/ML services for financial services institutions of all sizes, and for developers across expertise levels.
Get started with select AWS services
Responsible use of artificial intelligence
and machine learning
Access resources and tools to guide your development and application
of AI/ML technologies.
Innovate with industry partners
C3 provides a comprehensive PaaS for rapidly developing & operating big data, AI, and IoT applications.
DataRobot offers an enterprise machine learning platform that empowers users of all skill levels to make better predictions faster.
Alteryx Analytic Process Automation unifies analytics, data science, ML, and process automation in one self-service platform.
The Databricks Lakehouse brings the best of data warehouses and data lakes together in one simple platform to handle all your data, analytics and AI use cases.
H2O.ai is trusted by more than 20,000 organizations around the world and enables businesses, government entities, nonprofits and academic institutions to make, operate and innovate with AI.
Appen collects and labels images, text, speech, audio, video, and other data used to build and continuously improve the world’s most innovative artificial intelligence systems.
AWS Service Partners
Accenture is a global professional services company that provides an end-to-end solution to migrate to and manage operations on AWS.
Helping customers achieve the promise of cloud through accelerated advisory, adoption and continuous improvement.
Deloitte’s end-to-end capabilities and understanding of your business and industry help amplify the transformative value of cloud.
Capgemini is a global leader in consulting, technology services and digital transformation.
Discover solutions in AWS Marketplace
AWS Marketplace makes it easy for financial services institutions to find, buy, deploy, and manage software solutions, including SaaS, in a matter of minutes.
Resources
Build ML Skills in your organization
Build new ML skills in your organization using the same curriculum we use at HAQM—be it business executives, data scientists, or app developers.
AWS DeepRacer League
Expand your ML skills by competing in the world’s first global, autonomous racing league. Win prizes as well as a chance to advance to the Championship Cup.
The AI imperative: The future of frictionless banking
Explore the transformative potential of AI/ML and generative AI.
Engage with HAQM experts
The HAQM Machine Learning Solutions Lab pairs your team with HAQM ML experts to build new ML solutions for your business.
Resources
Transforming Banking with AI/ML
Download this infographic to learn how HAQM Web Services (AWS) is empowering banks to build, accelerate, and expand AI and ML adoption.
Transforming Capital Markets with AI/Ml
Download this infographic to learn how HAQM Web Services (AWS) is empowering capital markets to build, accelerate, and expand AI and ML adoption.
Transform Insurance with AI/Ml
Download this infographic to learn how HAQM Web Services (AWS) is empowering insurers to build, accelerate, and expand AI and ML adoption.
Transform Payments with AI/Ml
Download this infographic to learn how HAQM Web Services (AWS) is empowering payments companies to build, accelerate, and expand AI and ML adoption.
Get started
Leading companies in financial services are already using AI/ML services on AWS.