The AI in Business Podcast

Nathaniel Bell, Director of Data Management at Wells Fargo, discusses the transformative impact of AI on internal audit processes. He dives into how deterministic models enhance information gathering and identify risks early. The conversation highlights the shift from manual audits to continuous auditing, emphasizing the need for data quality and integration. Bell also explores the balance between automation and human oversight, stressing the importance of human storytelling in data interpretation for effective risk assessment.

Troy Felix, RVP of Sales Engineering at BigPanda, discusses how automation and real-time insights are reshaping IT operations. He highlights the shift from reactive to proactive management, especially in high-stakes sectors like finance and healthcare. The conversation dives into challenges such as alert overload and tool fragmentation while emphasizing the transformative power of AIOps. Troy also addresses the stages of AI adoption in IT, revealing key obstacles and the importance of collaboration and observability data for achieving operational efficiency.

In this engaging discussion, Matt DeLauro, President of SEON Technologies and a fraud prevention expert, dives into the complexities of modern fraud detection. He reveals the limitations of outdated systems and the rise of 'fraud as a service' that empowers businesses to combat threats. Matt emphasizes the necessity of a 'shift left' strategy for early detection and balancing user experience with security. He also highlights innovative tactics for managing chargebacks and the distinct challenges faced by retail versus financial sectors.

Patricio La Rosa, Head of End-to-End Decision Science at Bayer, brings over 20 years of experience in AI and data science. He discusses how AI optimizes drug development, improving trial planning and patient engagement. The conversation highlights the ethical implications of AI, emphasizing the importance of transparency and trust in clinical settings. Patricio also explores barriers to AI adoption and offers strategies for integrating AI into decision-making processes, drawing valuable lessons from agriculture and retail to enhance healthcare outcomes.

Akhil Khunger, VP in Quantitative Analytics at Barclays, shares insights on customer-facing AI in financial services. He discusses the evolving safety measures being integrated into these systems, tackling risks like prompt injection and model jailbreaking. Akhil highlights the balancing act between enhancing user experience and adhering to regulatory requirements. He further explores the challenges of building transparent and trustworthy AI systems, emphasizing the significance of user feedback and robust governance frameworks.

Dimitri Sirota, Co-founder and CEO of BigID, dives into the pressing issues surrounding data security in the age of AI. He highlights the growing challenges of managing unstructured data and the risks of 'shadow AI.' With the surge in cloud adoption and strict global regulations, he emphasizes the importance of understanding 'crown jewel' data for trustworthy AI. Dimitri advocates for zero-trust security models and real-time monitoring to safeguard enterprise data and ensure compliance amidst evolving threats.

Damion Nero, Head of Data Science at Takeda Pharmaceuticals, shares his expertise in applying AI and machine learning to drug development. He discusses how AI is revolutionizing clinical trials by streamlining tasks and enhancing patient engagement. Topics include the transformative potential of decentralized models and the integration of diverse data sources. Damion also highlights the ongoing challenges of trust and data integrity in healthcare, as well as the promise of future advancements in supply chain efficiency.

Marie Flanagan, a Director at IQVIA, dives into the exciting intersection of AI and safety workflows in healthcare. She discusses the surge in data complexity, from social media insights to audio recordings, posing challenges for pharmacovigilance. Marie highlights how AI tools like voice-to-text transcription are revolutionizing data management, allowing safety teams to focus on critical tasks. She stresses the irreplaceable role of human judgment in interpreting nuanced clinical situations, showcasing a balanced approach to enhance patient safety.

Akhil Khunger shares insights on how financial institutions are transforming stress testing and risk modeling with AI. The discussion highlights the benefits of modular and decoupled processes for faster regulatory compliance. AI-driven code generation and user-friendly APIs are enabling precise scenario analyses across complex portfolios. Plus, learn how global teams are utilizing AI to move away from outdated tech stacks, making business planning more efficient and flexible across various jurisdictions.

Raheel Retiwalla, Chief Strategy Officer at Productive Edge, discusses the groundbreaking potential of agentic AI in healthcare. With two decades of experience, he explains how agentic AI differs from traditional models by enabling actionable insights. They explore the integration of AI agents and the necessary governance frameworks for success. Raheel highlights real-world applications that enhance patient outcomes and streamline workflows. He underscores the importance of aligning IT with operational needs to maximize efficiency in healthcare systems.