Why Do Most AI Implementations Fail?

<p>What separates a real AI strategy from simply using AI tools? In this episode of The Pavan Perspective, Pavan Agarwal, David Lykken, and Jennifer Vallinayagam discuss why enterprise-grade AI requires much more than a Large Language Model (LLM). Learn how AngelAi® is transforming mortgage lending by reducing costs, improving accuracy, minimizing bias, and expanding access to credit worldwide.</p><p><br></p><p>They explore enterprise AI, digital transformation, machine learning, FinTech innovation, responsible AI, and why purpose-built AI outperforms generic AI tools. Discover how AngelAi leverages Proprietary AI (PropAI), warranted intelligence, human-in-the-loop collaboration, and intelligent workflow automation to reshape the future of financial services.</p><p><br></p><p>Subscribe for more conversations on AI, leadership, innovation, and the technologies shaping tomorrow.</p><p><br></p><p>Speaker Information</p><p>Pavan Agarwal</p><p><br></p><p>Founder/CEO of Celligence LLC, Creator of AngelAi</p><p><br></p><p>Pavan Agarwal is the Chief Executive Officer of Sun West, one of the largest independent, privately owned mortgage companies in the U.S. He is also the founder of Celligence, which combines Artificial Intelligence and Empathetic Technology to make mortgages simpler and more accessible. A strong advocate for Fair Lending, Pavan is dedicated to expanding homeownership opportunities through innovation.</p><p><br></p><p>His work has been recognized by Fox News, Yahoo!, and Bloomberg, and he has been nominated for a national philanthropy award for his contributions to The Autism Community in Action (TACA).</p><p><br></p><p>Jennifer Vallinayagam</p><p><br></p><p>Chief Operating Officer</p><p>Sun West Mortgage Company, Inc.</p><p><br></p><p>Jennifer Vallinayagam serves as Chief Operating Officer of Sun West Mortgage Company, Inc. Since joining the company in 1999, she has played a key role in developing the Mortgage Loan Origination System (SunSoft/SMILES), which powers the company&#39;s origination and servicing operations.</p><p><br></p><p>Her leadership has earned her recognition as a 2023 HousingWire Woman of Influence, a 2023 Mortgage Lending Woman of Inspiration by National Mortgage Professional, and a Globee® Women in Business Award recipient.</p><p><br></p><p>David Lykken</p><p><br></p><p>Founder and Chief Transformation Officer | Executive Coach and Business Strategy Consultant | Transformational Mortgage Solutions, LLC</p><p><br></p><p>David