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Trusted AI Architectures for Risk and Compliance Leaders - with Dean Alms & Eric Hensley of Aravo

The AI in Business Podcast

Release Date: 03/02/2026

Capturing Tribal Knowledge to Solve the Manufacturing Skills Gap - with Sebastian Dykas of Smith+Nephew show art Capturing Tribal Knowledge to Solve the Manufacturing Skills Gap - with Sebastian Dykas of Smith+Nephew

The AI in Business Podcast

A widening gap between retiring experts, manual craftsmanship, and limited process visibility is making it increasingly difficult for manufacturers to maintain consistency, prevent errors early, and onboard new operators effectively. In this episode, Sebastian Dykas, Director of Manufacturing, Engineering, and Maintenance at Smith+Nephew, joins Emerj’s Marilie Fouche to examine how capturing best practices and connecting machines for real‑time data can tighten control and reduce variability across shifts. He highlights the practical moves leaders can make now — from standardizing...

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Designing Supply Chains for Volatility - with Dr. Gopalendu Pal of Target show art Designing Supply Chains for Volatility - with Dr. Gopalendu Pal of Target

The AI in Business Podcast

Volatility is exposing the limits of traditional scenario planning, where siloed KPIs and thin operational margins prevent enterprises from seeing how disruptions cascade across forecasting, procurement, and operations. In this episode, Dr. Gopalendu Pal, Director of Operations at Target, joins us to examine how running hundreds of interconnected simulations enables leaders to understand enterprise‑level tradeoffs and make decisions that hold up under shifting demand and supply constraints. He highlights the need to simplify and stabilize core processes so that automation and AI strengthen...

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Operationalizing Real-Time Voice Intelligence for FinServ and CX - with Ken Morino of Modulate show art Operationalizing Real-Time Voice Intelligence for FinServ and CX - with Ken Morino of Modulate

The AI in Business Podcast

Voice-based fraud has moved from a fringe security concern to a primary operational risk for financial institutions and enterprise contact centers, and the authentication methods most organizations rely on are no longer adequate. In this episode, Ken Morino, Director of Market and Behavioral Research at Modulate, examines how enterprise leaders can deploy real-time voice intelligence to detect fraud patterns, protect customer trust, and build clear accountability structures across fraud, CX, and compliance teams. The discussion covers where to prioritize investment first, how to integrate...

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Building Trustworthy AI for Enterprise Workflows - with Amar Akshat of PaySafe show art Building Trustworthy AI for Enterprise Workflows - with Amar Akshat of PaySafe

The AI in Business Podcast

The consistency gap in enterprise AI represents a critical failure point where unpredictable system behavior outside of controlled demos threatens to derail executive sponsorship and regulatory compliance. In this episode, Amar Akshat, SVP & Chief Architect at Paysafe, examines how leaders can move beyond experimental shadow AI by embedding determinism and high-threshold guardrails directly into the production pipeline. The discussion outlines a rigorous evaluation framework centered on treating prompts as versioned intellectual property, implementing Know Your Agent (KYA) policy...

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Scaling Regulated Data Workflows Without Lock‑In - with Juan Orlandini of Insight show art Scaling Regulated Data Workflows Without Lock‑In - with Juan Orlandini of Insight

The AI in Business Podcast

Legacy financial systems often trap organizations in "data swamps" where AI is mistakenly treated as a magic fix for fundamentally broken manual architectures. In this episode, Juan Orlandini, CTO of North America at Insight, outlines why senior executives must distinguish between statistical AI outputs and the mathematical precision required for financial compliance to avoid significant reporting risks. The conversation provides a roadmap for building a scalable operating layer by prioritizing data engineering and leveraging established vendor knowledge to protect long-term investment. This...

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Breaking Bottlenecks in Life Sciences R&D with AI Innovation - with Aziz Nazha of Incyte Pharmaceuticals show art Breaking Bottlenecks in Life Sciences R&D with AI Innovation - with Aziz Nazha of Incyte Pharmaceuticals

The AI in Business Podcast

R&D teams are starting to advance AI capabilities faster than they can translate them into measurable business value, creating mounting friction between scientific progress and operational reality. In this episode, Aziz Nazha, Global Head of AI Innovations Institute at Incyte Pharmaceuticals, examines how culture, talent, infrastructure, and expectation‑setting determine whether AI meaningfully improves drug discovery and development. He highlights the practical shifts required — from redesigning workflows to disciplined upskilling and targeted validation cycles — to ensure AI...

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Scaling Customer Experience with Operationalized Agentic AI - with Shezan Kazi of Dialpad show art Scaling Customer Experience with Operationalized Agentic AI - with Shezan Kazi of Dialpad

The AI in Business Podcast

A recurring challenge for leaders is that the use cases they expect to automate rarely match what customers actually struggle with once large‑scale conversation data is analyzed. In this episode, Shezan Kazi, Head of AI Transformation and AI Products at Dialpad, examines how autonomous agents should take the first pass on high‑volume deterministic requests, when they must hand off to humans, and why confidence scoring and oversight models are essential for safe deployment. He highlights the practical steps leaders can take — from starting with low‑risk, high‑impact tasks to...

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Turning Computer Vision Into Real‑World Value at Enterprise Scale – with Joseph Nelson of Roboflow show art Turning Computer Vision Into Real‑World Value at Enterprise Scale – with Joseph Nelson of Roboflow

The AI in Business Podcast

A major shift is underway as enterprises move from lab‑ready computer vision to the far more complex reality of deploying visual intelligence across messy, variable, high‑stakes physical environments. In this episode, Joseph Nelson, Co‑founder and CEO at Roboflow, examines how dependable visual data, models tuned to real operating conditions, and integration with existing production and safety systems determine whether visual AI delivers meaningful value. He highlights the practical moves that matter most: securing consistent visibility into key processes, choosing a first deployment...

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Making Workforce Training Affordable with Tiered Storage - with Aaron Demory of Fearlus show art Making Workforce Training Affordable with Tiered Storage - with Aaron Demory of Fearlus

The AI in Business Podcast

Today’s guest is Aaron Demory, Senior Partner at Fearlus and Chief of Information Technology and Security at the FDIC. Fearlus is a strategic governance and risk innovation firm headquartered in Washington, D.C., founded in 2024. They offer the Fearlus Risk Operating Model, a structured approach designed to help organizations align strategy, execution, and governance through cognitive infrastructure and decision clarity. Aaron joins Emerj Editorial Director Matthew DeMello on today’s show to share insight on how regulated institutions are approaching generative AI with caution and clarity,...

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Connecting Forecasting and Warehouse Decisions at Scale  - with Jerod Hamilton of Tyson Foods show art Connecting Forecasting and Warehouse Decisions at Scale - with Jerod Hamilton of Tyson Foods

The AI in Business Podcast

Operational complexity in modern distribution centers is accelerating faster than most organizations can adapt, leaving leaders with fragmented data, static facility designs, and inefficiencies that compound across planning and fulfillment. In this episode, Jerod Hamilton, Director of 3PL Warehouse Strategy at Tyson Foods, joins Emerj’s Marilie Fouche to examine how disconnected forecasting and warehousing systems limit real‑time decisioning and obscure the true sources of leakage inside large‑scale operations. He highlights the need for integrated planning signals and more adaptive...

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More Episodes
Enterprise risk leaders are currently struggling to move beyond static, episodic checklists while managing the data "fire hose" generated by continuous monitoring. In this episode, Dean Alms, Chief Product Officer, and Eric Hensley, Chief Technology Officer at Aravo, break down how AI-native orchestration transforms fragmented risk data into a holistic, board-level resilience strategy. They examine practical shifts toward exception-based monitoring, the automation of rote tasks like document ingestion, and the necessity of governing "responsible AI" practices within the vendor ecosystem. This episode is sponsored by Aravo. Learn how brands work with Emerj and other Emerj Media options at emerj.com/partner. Want to share your AI adoption story with executive peers? Click emerj.com/expert for more information and to be a potential future guest on the ‘AI in Business’ podcast!