How Humans And AI Work Together In Companies with Brandon Metcalf

As AI moves from supporting work to performing it, organizations face a far more complex challenge than adopting new tools. They must redesign how work itself is structured, measured, and managed when part of the workforce is no longer human. In this episode of The Future of Less Work, host Nirit Cohen sits down with Brandon Metcalf, Founder and CEO of Asymbl, to explore what it really means to operate a hybrid workforce of humans and digital workers. Together, they unpack how companies must rethink job design from the ground up. Through concrete examples, from recruiting workflows to AI-generated executive briefings, the conversation reveals how easily organizations can lose critical business outcomes when they automate without understanding the full context of work. Nirit and Brandon explore the implications for talent development, leadership, and organizational design. How do you train people to manage work they no longer perform themselves? What happens to entry-level learning when foundational tasks disappear? And how do leaders ensure their organizations don’t simply layer AI onto outdated processes? Looking ahead, the conversation highlights what will separate organizations that succeed from those that struggle: the willingness to rethink work from first principles. Rather than forcing new technology into legacy models, leading companies will redesign their operations around outcomes, blending human and digital capabilities into a cohesive system. If you’re navigating AI transformation or questioning how work should be structured in a world of digital teammates, this episode offers a sharp and practical perspective on what it takes to build organizations that truly operate in the future of work. Guest Information: Brandon Metcalf is the Founder and CEO of Asymbl, a workforce orchestration company that helps organizations coordinate human employees and digital workers as unified systems. He leads Salesforce consulting, digital labor advisory, and workforce applications to scale businesses with speed and discipline. A serial founder, he built and exited Talent Rover (Inc. 500 #9, acquired 2018) and integrated Blueprint Advisory into Asymbl. Harvard Business School OPM graduate with deep staffing roots, he emphasizes practical execution, measurable outcomes, and close Salesforce partnerships. Links: • Asymbl Website: https://www.asymbl.com/ • Asymbl LinkedIn:   / asymbl-inc   • Brandon's LinkedIn:   / metcalf   Chapters: 00:00 What Is Workforce Orchestration and Why It Matters Now 01:16 How Do Humans and AI Work Together in Companies 02:21 What Changes When Work Becomes Hybrid Human and AI 02:53 What Is a Digital Worker vs AI Tool Explained 05:18 Why Automating Tasks Can Break Business Outcomes 06:30 What Is “Motivation for Success” in Job Design 07:21 Why AI Automation Doesn’t Deliver Real ROI 08:55 How to Redesign Jobs for AI and Digital Workers 09:54 Why Job Descriptions Miss What Actually Matters 12:16 What Is the Talent Paradox in the Age of AI 13:11 Will AI Replace Jobs or Change Roles Instead 15:02 How Do You Train People to Manage AI Output 16:02 Why Human Skills Shift From Doing Work to Defining Outcomes 17:08 How to Coach and Manage AI Digital Workers 17:28 Real Example of AI Running Business Insights (Bradley Case) 19:44 Why AI Needs Continuous Coaching Not Set-and-Forget 20:17 How Managers Should Oversee AI and Human Teams 23:19 How Technology Changes Jobs Over Time (Fax to AI) 23:45 What Leaders Get Wrong About AI Productivity 24:44 How to Implement AI Without Breaking Your Business 25:43 What Will AI-First Organizations Look Like 26:39 Why Some Companies Succeed With AI and Others Fail 28:03 Why You Must Rethink Business Processes for AI 29:03 What Question Leaders Should Ask About the Future of Work 29:26 How Would You Design Your Business From Scratch With AI ---- Welcome to the Future of Less Work! I’m Nirit Cohen, a Forbes columnist, international keynote speaker, and former senior HR executive with 30 years at Intel. On this channel, I explore how work is changing—across careers, leadership, HR, organizations, and education—through global trends like AI, flexibility, and workforce transformation. 📌 Each week, I share sharp insights and in-depth conversations with global thought leaders to help you understand what’s changing, why it matters, and how to stay ahead. 🔔 Subscribe for weekly videos:    / @niritcohen   🎙️ Listen on your favorite platform: https://workfutures.niritcohen.com/po... 💼 Visit Nirit’s website: https://workfutures.niritcohen.com/ 📩 For speaking inquiries & collaborations email: [email protected] 🌲All my content in one place: 🌲https://linktr.ee/niritcohen Let’s shape the future of work together!