Steve says knowledge work is becoming a factory, and marketing agencies must learn QC or get out.
1. The Duct Tape Marketing Podcast episode "AI Is a Survival Skill for Consultants" centers on Steve's shift from book summaries to AI-native consulting.
2. John Jantz hosts the conversation, and Steve is the guest because he built Read It For Me and now runs Simple and writes The AI Native For Me.
3. The episode asks how consultants and agencies stop reinventing the wheel and start using AI to work faster, broader, and with more context.
4. Steve says Read It For Me was a business he hoped would last the rest of his life, and ChatGPT changed the economics of summarizing business books.
5. He explains that the old process took about eight hours per book, while AI could produce a passable summary with prompting in much less time.
6. Steve says the revenue decline did not happen overnight, and he still gets people asking whether Read It For Me can be brought into their business.
7. John asks what separates someone who merely uses AI from an "AI native full stack consultant," and Steve answers with the phrase "what good looks like."
8. Steve says the "GDPVal" studies moved from about 10% AI wins or ties in 2024 to around 50% in mid-2025 and then 70% a couple of months ago.
9. He uses that trend to argue that AI is approaching a tipping point for knowledge work when it has enough context.
10. Steve says a marketing agency can now handle sales enablement, CFO work, and strategy work if it has strong context libraries and clear standards.
11. He describes doing about 260 hours of design, interface work, copywriting, and development in about two hours of elapsed time.
12. John pushes on the meaning of "context," and Steve says the key is teaching the AI everything about the business instead of only one task.
13. Steve gives an onboarding-file example where he tells the AI to look at the file, learn the operating rules, and then start work.
14. He says the cost of variations is "almost zero," which is why he keeps asking for more ad variations, email subject lines, and ranked options.
15. Steve says custom landing pages can be generated from a LinkedIn profile for "a penny" and targeted directly at one person.
16. John raises guardrails, and Steve answers that AI should do QC on its own work before a human reviews the deliverable.
17. Steve says knowledge work now behaves like a factory, with deliverables moving through a manufacturing process rather than open-ended craftsmanship.
18. He warns that agencies that do not become factories in 2026 will be out of business, then says the next value layer is still being invented.
19. The tone is conversational and practical, with John pressing examples and Steve answering in workflow terms rather than theory.
20. Consultants, agency owners, and fractional CMOs who want AI workflow ideas would get the most from this episode; people looking for a beginner-level AI overview may skip it.
