
#251: Forward-Deployed Engineers, Shadow AI, the Owner Bottleneck, AI on Your Resume & Token Budgets
Imagine every role in your company has an agent watching the data and bringing you recommendations each morning. Paul Roetzer says that unlock is coming to corporate teams within six months. In this episode of AI Answers, Paul and Cathy McPhillips answer 14 questions from our Scaling AI and Intro to AI classes: scaling AI under SOC 2 and HIPAA, blocked frontier models, agent governance, shadow AI, forward-deployed engineers, the future of agencies, and whether AI will ever write like a talented human. Show Notes: Access the show notes and show links here 00:00:00 — Intro 00:06:18 — How do you scale AI under compliance requirements? 00:07:53 — Should companies block frontier models and only allow self-hosted AI? 00:11:34 — What should AI teams prioritize when governance isn’t ready for AI agents? 00:15:34 — How much AI platform standardization do organizations need, and how should leaders handle shadow AI? 00:21:31 — Where do forward-deployed engineers fit, and who owns AI enablement? 00:24:04 — Where do OCR and RPA fit alongside AI agents? 00:25:40 — Should you redesign work by mapping tasks or business outcomes? 00:27:44 — How can business owners use AI to become less of a bottleneck? 00:31:09 — How much client education should AI-enabled marketing consultants provide? 00:34:57 — What does responsible AI personalization look like for outreach? 00:39:11 — How do you show AI skills to a hiring manager? 00:41:52 — What AI skills matter most for a mid-career pivot into project management? 00:45:07 — Will AI ever write as creatively as a talented human? 00:48:31 — Will top performers negotiate token budgets into job offers? This episode is brought to you by AI Academy. Get $250 off a new AI Academy by SmarterX individual license through November 30 with code POD250. That’s 25% off your first year of the full Academy experience: courses, professional certificates, live sessions, and community. Leading AI literacy for your team? Buy 25 or more licenses by November 30 and Paul Roetzer will run a private one-hour virtual session with your team. Buy 250 or more and Paul will come to you for a private in-person session in the first half of 2027 (US only). Existing business members adding 25 or more licenses qualify too. Join at academy.smarterx.ai, or contact our team at support@smarterx.ai about business licenses. Visit our website Receive our weekly newsletter Join our community: Slack Community LinkedIn Twitter Instagram Facebook YouTube Looking for content and resources? Register for a free webinar Come to our next Marketing AI Conference Enroll in our AI Academy


















