LIBRARY
While financial services leaders view AI as a top priority, many have yet to realize tangible business value from it. The AI Use Case Compendium provides real-world evidence of how institutions are deploying a range of AI capabilities today, focused on what delivers measurable impact.
Each profile highlights proven and emerging applications across banking, wealth, insurance, and payments, with quantified outcomes, implementation insight, and practical guidance. Built from primary research with institutions operating AI in production, this resource can help you evaluate and drive disciplined, high-ROI deployment.
Explore our latest research on how AI is reshaping financial services, areas of opportunity, and how to maximize the ROI of AI investments.
May 21 | Chicago
June 16 | Des Moines
How are the AI use cases sourced?
Profiles are developed through Datos’ primary research, including questionnaires and interviews with institutions deploying AI in production or at scale. Profiles are anonymized as needed.
How detailed are the AI use case profiles?
Each profile includes business context, quantified outcomes, implementation insights, and applicability guidance so leaders can assess relevance for their organization.
Are these use cases recommendations or proven AI best practices?
No. They reflect real-world implementations and are intended to inform decisions, not prescribe a single approach.
Can I contribute an AI use case profile?
Yes. Institutions with AI deployments in production or at scale are encouraged to participate. Please contact your Datos Advisor to get involved or email [email protected].
How often is the compendium updated?
New profiles are added on a rolling basis as research is completed and approved.
Help create the industry’s most actionable AI deployment resource. If your organization has AI in production or at scale enterprise–wide, we welcome the opportunity to include your perspective. Email us at [email protected] to get started.