PROPRIETARY AI PRODUCT SPOTLIGHT
Multi-agentic car buying
We built an extensible multi-agentic framework to support car buyers and dealers. Logical agents use self-reflection and layered reasoning, validating iterative plans against internal APIs in real time to help buyers find a car they love.
Agentic code security
We built an open-source, agentic tool for code security. It uses attacker-first forward analysis and a self-disproving falsification engine to help developers find exploit paths and generate targeted code repairs before deployment.
Transformer-based recommender
We built a transformer-based recommender engine to drive real-time personalized experiences across our digital channels. We moved away from traditional tree-based models and used self-attention to parse sequential tabular data.
Knowledge retrieval tool
We built our generative AI tool to help employees answer customer questions faster. We used a custom RAG pipeline, fine-tuning models on our data to adjust input weights, ground outputs in our knowledge base and cut down on hallucinations.
Featured AI blogs
“Our founding as a company was based on using technology, data and analytics to tailor products and services to customers’ needs. Today, AI and ML are foundational to how we continue to deliver value for our customers and our business.”
ADVANCING THE STATE OF AI
AI research publications
Explore research and publications from Capital One's scientists and engineers.
ACCELERATING AI INNOVATION
Academic partnerships
Advancing AI through mission-driven partnerships with leading research institutions, Ph.D. fellowships and internships.
LATEST AI RESEARCH EVENTS
ACL 2026
San Diego, CA | July 2-7
ICML 2026
Seoul | July 6-11
EMNLP 2026
Budapest | Oct. 24-29
NeurIPS 2026
Sydney | Dec. 6-12
AI Careers at Capital One
Building the next generation of AI talent
At Capital One, you’ll tackle challenging industry problems at the intersection of AI and finance. Join our team!