Designing AI-First Lending Platforms: Patterns for Real-Time Decisions, Risk, and Compliance
Many lending organizations have started experimenting with AI and machine learning models, but how many have actually moved beyond piloting and are working towards integrating intelligence into mission-critical decisioning systems at scale? In this session, we will look at some realistic patterns for architecting AI-first lending platforms that not only make decisions in real-time but adhere to rigorous risk and regulatory requirements.
Learn from hands-on production experience building mortgage and enterprise lending systems how to architect machine learning models, decision engines, and data pipelines for production systems. Topics will include AI-enabled underwriting, automated decisioning workflows, explainability, model monitoring & governance, and compliance at scale in a highly regulated industry.
About the speaker
Navneet Kumar Tyagi
Senior Software Engineer at Finance of America
Navneet Kumar Tyagi is a Senior Software Engineer at Finance of America with over 19 years of experience in enterprise software, cloud architecture, and applied artificial intelligence. He specializes in building scalable, AI-enabled systems across the mortgage, healthcare, energy, and finance sectors, with deep expertise in cloud-native design, distributed systems, and machine learning integration. Navneet has led large-scale digital transformation initiatives, modernizing enterprise platforms with AI-driven automation and high-performance architectures. His work focuses on translating advanced AI concepts into practical, production-ready solutions that drive business impact. An active contributor to the global tech community, he serves as a reviewer for leading journals and conferences including Elsevier and Microsoft Research, and has published research with IEEE and Springer. He is a member leader of the Forbes Technology Council group “Enterprise Architecture” and a frequent judge and mentor at international hackathons, supporting the next generation of AI innovators. Navneet is the recipient of the 2025 Global Recognition Award and Emerging Leader of the Year in Cloud & AI, reflecting his leadership in advancing applied AI in enterprise environments.