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PODCAST

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi

Dr. Jayant Joshi

The Pharmaceutical Industry is undergoing a transformation driven by advancements in technology and data analytics. Smart Manufacturing, also known as Pharma 4.0, is revolutionising the way pharmaceutical products are developed, manufactured, and distributed. This podcast provides an in-depth exploration of Smart Manufacturing principles and Technologies as applied in the Pharmaceutical sector. You will gain a comprehensive understanding of how digitalization, automation, and data-driven

science life sciences

All Episodes

20:52

The 2026 EMA–FDA Guiding Principles of Good AI Practice

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/24

The 2026 EMA–FDA Guiding Principles of Good AI PracticeIn this episode of Center of Excellence - Pharma 4.0, we unpack the landmark 2026 joint guidance from the U.S. Food and Drug Administration and the European Medicines Agency—the Guiding Principles of Good AI Practice (GAIP). As artificial intelligence rapidly transforms drug discovery, clinical development, manufacturing, and pharmacovigilance, regulators are setting clear expectations for how AI must be designed, validated, and governed across

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24:02

Quantum Leap: Transforming Pharma Supply Chains by 2028

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/23

Quantum Leap: Transforming Pharma Supply Chains by 2028In this forward-looking episode, we explore how quantum computing is set to redefine pharmaceutical supply chains between 2026 and 2028—marking a pivotal shift from experimental innovation to real-world operational advantage. As the pharma industry grapples with increasing complexity—globalized distribution networks, temperature-sensitive biologics, and unpredictable disruptions—traditional systems are reaching their limits. This episode dives

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21:49

Pharma’s Financial Edge: The Supply Chain Weapon

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/22

Pharma’s Financial Edge: The Supply Chain WeaponIn this episode, we explore how leading pharmaceutical companies are transforming supply chain finance (SCF) into a powerful strategic advantage. What was once a back-office treasury function is now emerging as a critical lever to unlock liquidity, strengthen supplier ecosystems, and fund innovation—without increasing debt. The pharma industry is under intense pressure: a looming patent cliff, rising R&D costs, fragile global supply chains, and

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20:12

From Forecasting to Decision Intelligence: The Next...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/21

From Forecasting to Decision Intelligence: The Next Evolution of AI-Powered Pharma Supply Chains In this episode, we explore a pivotal transformation redefining pharmaceutical supply chains—moving beyond traditional AI-powered forecasting toward Decision Intelligence (DI). For years, forecasting has helped pharma organizations anticipate demand, reduce stockouts, and improve planning accuracy. But in an industry defined by complexity, regulatory constraints, perishability, and patient-critical

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19:55

The Agentic Evolution of Pharmaceutical Finance and...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/20

The Agentic Evolution of Pharmaceutical Finance and Audit Automation In this episode of Center of Excellence - Pharma 4.0, we explore the transformative journey of pharmaceutical finance and audit functions—from manual, retrospective processes to intelligent, autonomous compliance ecosystems. “The Agentic Evolution of Pharmaceutical Finance and Audit Automation” unpacks how the Office of the CFO is evolving into a strategic orchestrator of enterprise-wide compliance. Traditionally burdened with

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20:35

The Evolution of Pharmaceutical Sales Forecasting and...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/18

The Evolution of Pharmaceutical Sales Forecasting and Agentic AI Intelligence In this episode, we explore the transformative journey of pharmaceutical sales forecasting—from traditional spreadsheet-driven models to the cutting-edge era of Agentic AI intelligence. Pharmaceutical forecasting has always been uniquely complex, shaped by multi-channel access systems, dynamic payer landscapes, evolving healthcare professional (HCP) adoption patterns, and critical lifecycle events like loss of exclusivity

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18:43

AI-Driven Drug Pricing Strategy and Gross-to-Net...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/17

AI-Driven Drug Pricing Strategy and Gross-to-Net OptimizationIn this episode of Center of Excellence – Pharma 4.0, we explore how artificial intelligence is revolutionizing one of the most complex and financially critical areas in the pharmaceutical industry: drug pricing strategy and Gross-to-Net (GTN) optimization. The discussion begins by unpacking the intricate structure of the GTN “bubble”—the widening gap between a drug’s list price and the actual net revenue realized by manufacturers. From

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20:00

Agentic AI and Cost Optimization in Pharmaceutical...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/16

Agentic AI and Cost Optimization in Pharmaceutical Indirect SpendIn this insightful episode, we explore how the pharmaceutical industry is transforming one of its most complex and overlooked financial areas—indirect spend—through the power of Agentic AI. Traditionally plagued by fragmented data, limited visibility, and inefficiencies, indirect spend has long remained a blind spot for CFOs and procurement leaders. We begin by unpacking the evolution from Generative AI to Agentic AI. While Generative

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21:18

The CFO as P&L Architect: Revolutionizing Pharma...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/15

The CFO as P&L Architect: Revolutionizing Pharma Supply Chain FinanceIn today’s rapidly evolving pharmaceutical landscape, the role of the CFO is undergoing a profound transformation—from a traditional financial steward to a strategic architect of enterprise profitability. This episode dives deep into how supply chain finance has emerged as the most powerful lever for value creation in Pharma 4.0. We explore how the convergence of advanced technologies—particularly the shift from Generative AI

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20:41

Predictive Cash Harvesting: The Agentic AI Revolution...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/14

Predictive Cash Harvesting: The Agentic AI Revolution in Pharma O2C In this episode, we explore a transformational shift redefining the financial backbone of the pharmaceutical industry—the evolution of the Order-to-Cash (O2C) process from reactive collections to predictive, AI-driven revenue orchestration. Pharma O2C has long been burdened by complexity: fragmented distribution networks, intricate Gross-to-Net (GTN) calculations, payer disputes, and delayed cash realization. Traditional approaches

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20:29

Agentic AI and Autonomous Invoice Intelligence in...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/13

Agentic AI and Autonomous Invoice Intelligence in Pharmaceutical P2PIn this episode of Center of Excellence - Pharma 4.0, we explore how Agentic AI is redefining the Procure-to-Pay (P2P) landscape in the pharmaceutical industry—transforming it from a fragmented, manual process into an intelligent, autonomous value driver. Pharmaceutical P2P has long been burdened by supplier complexity, regulatory rigor, data silos, and the inefficiencies of traditional three-way matching. These challenges often

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23:10

Pharma FP&A: From Static Budgets to AI War Rooms

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/11

Pharma FP&A: From Static Budgets to AI War Rooms In this thought-provoking episode, we explore the dramatic transformation of Financial Planning & Analysis (FP&A) within the pharmaceutical industry—shifting from rigid, spreadsheet-driven budgeting cycles to intelligent, AI-powered “war rooms” that operate in real time. The pharmaceutical sector has long been defined by complexity: multi-year R&D investments, volatile supply chains, evolving regulatory landscapes, and unpredictable

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19:57

Predictive Models for Pharmaceutical Supply Chain...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/10

Predictive Models for Pharmaceutical Supply Chain Optimization In this episode of Center of Excellence - Pharma 4.0, we explore how predictive modeling is transforming pharmaceutical supply chains from reactive systems into intelligent, proactive ecosystems. Drawing on real-world benchmarks and industry insights , this episode breaks down the critical differences between classical statistical models and modern machine learning approaches — and why choosing the right model is not just a technical

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18:04

Pharma 4.0: AI Readiness and Strategic Manufacturing...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/09

Pharma 4.0: AI Readiness and Strategic Manufacturing Transformation In this episode of Center of Excellence - Pharma 4.0, we explore how pharmaceutical manufacturing is transitioning from isolated AI experiments to enterprise-wide transformation. Discover why AI is no longer a future ambition but a present competitive necessity, delivering measurable gains in yield, throughput, quality, and compliance. Yet, most organizations remain stuck due to fragmented data, talent shortages, and lack of

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12:58

The Pharma Supply Chain Evolution: From Analytics to...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/08

The Pharma Supply Chain Evolution: From Analytics to Autonomous AgentsThe pharmaceutical supply chain is undergoing a once-in-a-generation transformation — evolving from retrospective analytics to intelligent, autonomous decision-making systems. In this episode, we explore how AI is reshaping supply chain operations across six maturity stages, from descriptive and predictive analytics to fully agentic, self-healing ecosystems. We unpack how leading pharma organizations are leveraging AI to enhance

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24:49

Pharma 4.0: The Agentic AI and Digital Transformation...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/07

Pharma 4.0: The Agentic AI and Digital Transformation Era explores how artificial intelligence is reshaping the pharmaceutical industry from end to end. This episode dives deep into the transition from traditional, reactive systems to intelligent, autonomous, and connected ecosystems powered by Agentic AI. We unpack how AI is accelerating drug discovery timelines from decades to just a few years, enabling smarter clinical trials through predictive modeling and virtual patient simulations, and

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23:21

Navigating the Four Pillars of Pharma 4.0 Transformation

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/06

Navigating the Four Pillars of Pharma 4.0 Transformation In this episode of Center of Excellence – Pharma 4.0, we explore the four critical pillars shaping the success—or failure—of digital transformation in the pharmaceutical industry: Data, Validation, Resources, and Cybersecurity. As organizations accelerate toward autonomous, data-driven operations, they face a complex and interconnected risk landscape. From unreliable and fragmented data ecosystems to the growing burden of validating

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14:02

Pharma 4.0: IT-OT Convergence and Prescriptive...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/04

Pharma 4.0: IT-OT Convergence and Prescriptive Maintenance StrategyIn this episode of Center of Excellence – Pharma 4.0, we explore how IT-OT convergence is transforming pharmaceutical manufacturing and enabling the shift from reactive and predictive maintenance to fully prescriptive strategies. Discover how the integration of enterprise IT systems—such as ERP, cloud platforms, and AI analytics—with shop-floor OT systems like PLCs, SCADA, and industrial sensors creates a unified data ecosystem

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23:15

Digital Skills Upscaling for Pharma 4.0 Business...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/03

Digital Skills Upscaling for Pharma 4.0 Business Excellence In this episode, we dive deep into one of the most critical enablers of Pharma 4.0 transformation—digital skills upscaling. While the pharmaceutical industry continues to invest heavily in AI, data, and advanced technologies, the real bottleneck remains human capability. Nearly half of pharma professionals identify digital skill gaps as the primary barrier to transformation, making workforce readiness the defining factor for success. This

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21:48

Pharma Supply Chain Digital Transformation Change...

Center of Excellence - Pharma 4.0 by Dr. Jayant Joshi ·

2026/04/02

Pharma Supply Chain Digital Transformation Change Management Toolkit Digital transformation in pharma supply chains is no longer a future ambition—it is a strategic necessity. Yet, despite widespread investment, most organizations struggle to realize expected outcomes. Why? Because transformation is not a technology challenge—it’s a people and change challenge. In this episode, we explore a comprehensive change management toolkit designed specifically for the pharmaceutical supply chain. We unpack

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244 results

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