

At the Edge
McKinsey Digital
In conversation with leaders and experts, McKinsey's At the Edge podcast demystifies cutting-edge technologies and shares strategies on how companies can capture big opportunities.
Episodes
Mentioned books

44 snips
Dec 19, 2025 • 25min
Elad Gil on the future of AI
Elad Gil, a renowned tech angel investor and AI expert whose portfolio includes Airbnb and Coinbase, dives into the complexities of AI integration. He emphasizes that companies may take a decade to fully adopt AI, despite its burgeoning value. Elad discusses the importance of change management and differentiating vendor capabilities beyond simple LLMs. He also explores how AI can transform industries, boost productivity, and reshape job roles. His practical tips for businesses include vendor pilots and daily engagement with AI tools.

11 snips
Dec 16, 2025 • 25min
Meet your robotic coworker
Peggy Johnson, CEO of Agility Robotics, drives the conversation on humanoid robots transforming workplaces. She discusses the technological advancements that allow these robots to assist in warehouses and factories efficiently. Peggy highlights the significance of humanoid design for safety and functionality, introduces Digit's evolution, and addresses worker skepticism. She shares insights on integrating these robots into current job roles and the unique challenges presented by different regulatory environments. Her journey emphasizes the need for a supportive culture in tech development.

37 snips
Nov 24, 2025 • 24min
The AI infrastructure of the future
Chase Lochmiller, Cofounder and CEO of Crusoe, specializes in energy-first AI infrastructure, using stranded and renewable energy to power AI computing. He discusses the growing demand for power as AI technology advances. Chase explains how they capture flared gas and utilize curtailed wind and geothermal energy. He emphasizes the importance of modular construction for quick deployment, the creation of skilled jobs, and the need for trade training to prepare for new roles in an AI-driven economy. His passion for building physical infrastructure shines through.

7 snips
Oct 27, 2025 • 27min
Security and AI’s potential to protect
Jeetu Patel, Cisco President and Chief Product Officer known for leading product and infrastructure strategy, discusses AI infrastructure, scaling data centers, and why networks matter for training and inference. He covers securing AI with machine-scale defenses, using AI to predict attacks, and building AI-native teams. Short, sharp takes on avoiding hype and executing at scale.

60 snips
Sep 15, 2025 • 30min
How to lead through the AI disruption
Ruba Borno, Vice President at Amazon Web Services, shares her insights on navigating AI disruption and transformation. She discusses how rapid AI advancements are shaping the job market and emphasizes the critical role of security in generative AI. Ruba highlights effective strategies for businesses to avoid pitfalls in AI integration and stresses the importance of partnerships and data security. Additionally, she explores the potential for innovation and democratization of technology through AI, encouraging leaders to embrace calculated risks.

Jul 26, 2025 • 26min
How a global biopharma is adopting an end-to-end AI transformation
Paul Hudson, CEO of Sanofi, leads the company’s push to embed agentic AI across drug discovery and operations. He discusses driving CEO-led transformation, real-time AI deployments that improve efficiency, partnerships and transversal datasets, using AI agents to reduce bias, and practical change-management steps for leaders.

12 snips
Jul 9, 2025 • 27min
Why learning to code still matters
Karlie Kloss, founder of Kode With Klossy, and Osi Imeokparia, its CEO, discuss the importance of coding for young women and gender-expansive teens. They highlight how learning to code fosters critical thinking and problem-solving skills, preparing students for future careers in tech. The conversation delves into the need for diversity in tech and the transformative power of education in empowering women. The duo also addresses challenges in the workforce and the impact of AI on creativity, emphasizing mentorship and community support in navigating these changes.

36 snips
Jun 12, 2025 • 27min
Preparing for tomorrow’s agentic workforce
Rodrigo Liang, Cofounder and CEO of SambaNova Systems, delves into the revolutionary concept of agentic AI and the pressing need for businesses to adapt their infrastructure. He emphasizes the staggering $5 trillion required for data centers to handle AI workloads, alongside the necessity of hybrid AI models. With a focus on enterprise integration, Rodrigo highlights how balancing large and specialized AI models can transform industries, enhance efficiency, and improve customer engagement—all while ensuring a secure and adaptable future.

30 snips
May 6, 2025 • 26min
Lead or lag: CEOs must embrace AI at full speed
John Chambers, founder and CEO of JC2 Ventures and former Cisco CEO, discusses the transformative power of AI, likening it to the internet revolution. He emphasizes the vital urgency for companies to adopt AI to remain competitive, contrasting the agility of new firms with traditional giants. Chambers highlights the role of mergers and education in navigating this shift and advocates for leaders to foster innovation through strategic partnerships. He also shares insights about intergenerational lessons in focus and commitment amid rapid change.

Feb 24, 2025 • 24min
When will we see mass adoption of gen AI?
Join tech visionaries Naveen Chaddha, Kiran Prasad, and Naba Banerjee as they dive into the future of generative AI. Naveen predicts rapid advancements akin to semiconductor evolution. Kiran contrasts heavy daily AI use at startups with slow enterprise adoption due to IT and legal hurdles. Naba shares insights on AI's role in trust and safety at Airbnb, addressing real-world problems. The trio discusses future leadership dynamics, emphasizing strategy and communication while tackling the risks of bias and trust failures in AI.


