Summary
Nate Herk, founder of what he describes as the largest AI automation community in the world (400,000+ members built in under two years), lays out a structured career roadmap for people who have built skills with Claude and AI automation tools but are unsure of their next move. The core argument is that tool-specific knowledge has a short shelf life — what compounds over time is the ability to diagnose what a business actually needs and design AI solutions that deliver measurable results.
Herk traces the evolution of the AI skills market through identifiable phases: simple chatbot and automation setup work, the AI automation agency era, agent builders, and now what he calls the agentic phase — where Gartner projects $202 billion in enterprise spending in 2026 alone. He cites McKinsey research showing that 88% of organizations use AI somewhere but fewer than a third have turned that into real projects, framing the gap between adoption and execution as the defining opportunity for AI consultants. The AI consulting market itself is projected to exceed $64 billion by 2028.
The central reframe Herk offers is a doctor versus pharmacist analogy: builders execute what they’re told, while consultants diagnose what’s actually wrong. Clients, he argues, never truly know what they need — they only know what hurts — which is why the diagnostic role commands higher fees and more durable demand. He walks through four types of viewers (passion-project builders, corporate employees, aspiring entrepreneurs, and agency owners) and argues the AI consultant posture is the natural next step for all of them, regardless of technical background.
📺 Source: Nate Herk | AI Automation · Published June 22, 2026
🏷️ Format: Opinion Editorial
