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 And how do leaders ensure their organizations don’t simply layer AI onto outdated processes?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: https://www.linkedin.com/company/asymbl-inc/
- Brandon’s LinkedIn: https://www.linkedin.com/in/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
