How to Use AI as a Thinking Partner and not a...
Roger Hoffman Founder of Coherent Systems
Apr 26, 2026
How AI Workflows Outperform Agents in ROI, The Surprising Truth
What You'll Learn
Key Takeaways
AI workflows and AI agents solve different problems, workflows automate repeatable step-by-step processes while agents operate as free actors given a goal and the tools to achieve it independently.
AI outperforms human recruiters on outbound response rates; LinkedIn data shows AI-written personalised outreach consistently beats mass human messaging because it reads every post, comment, and profile before writing.
You do not need to be a software engineer to build AI-powered apps; Mike built a sourcing application in a weekend that replaced two hours of daily research work, completing the same process in two minutes.
The future of every profession is not doing the work; it is knowing enough about the work to grade what AI produces. Domain expertise becomes the most valuable skill you can have.
We are moving from a digital Stone Age to a digital Bronze Age, AI has already produced more content this week than all of human history combined, and humanoid robots arriving in the next one to two years will fundamentally change what it means to work.
Episode Description
In this episode of the Quantal AI Podcast, we sit down with Mike Wolford, founder of Lex Duo and Generative Sales Pro, author of five books including The AI Recruiter and The Recruiter 2.0, and a 20-year recruiting veteran who has spent the last three years building AI-powered tools and workflows for businesses across recruiting and sales.
Mike breaks down the practical difference between AI workflows and AI agents, shares how he built a sourcing application in a single weekend that replaced two hours of daily research work, and explains why he believes AI outperforms human recruiters on outbound response rates. He also makes a compelling case for why the future of every profession is not doing the work itself but knowing enough to evaluate what AI produces.
Inside This Episode
Episode Highlights
The clearest explanation of the difference between AI workflows and AI agents and why workflows are actually the fastest path to ROI for most businesses right now
Why LinkedIn's own data shows AI outperforms humans on recruiter outreach and what most recruiters are doing wrong that makes this gap even wider
How Mike wrote an eight-chapter, 74,000-word book in 16 days using AI and the one thing his editor noticed that changed how he thinks about AI and voice
The three-model setup Mike runs every day using Gemini as his business analyst, Claude as his software engineer, and Grok as his architect and why he never relies on just one model
Why the new skill in every profession is not execution but evaluation and why Mike believes we are heading back to apprenticeships, so humans retain the expertise needed to grade AI output
Mike's take on where AI is heading in the next two to three years humanoid robots, an AI productivity dividend, and why the real danger is not the technology but the humans who control it
His parting message, nobody in the world has truly mastered this technology yet, and the best time to start learning is right now
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