The AI Operator
AI Operator is a three-episode-per-week podcast for CEOs, founders, and senior operators who are past the curiosity phase of AI and moving into the deployment phase. Each week features three formats: AI News for Operators, framing the latest AI developments through the lens of business impact; Operator Playbook, teaching frameworks for deploying AI inside organizations; and Frontier Builders, interviews with creators building real, production-ready AI systems. AI Operator turns AI into output, not experiments.
What Happens When the Cost of Building Software Drops 95%?
Everyone's focused on AI job losses. Almost nobody is talking about the projects that couldn't exist before. When the cost of execution drops by 95%, projects that were never fundable suddenly become viable bets — and the demand for talent to build them explodes. That's Jevons Paradox in action, and it's the real AI story business owners need to understand.
In this episode, Michael Pullman breaks down why cheaper coding doesn't mean fewer developers — it means more software ships, more niche markets get served, and more roles emerge to support that growth. He walks through a real construction company use case...
Claude Is Now Inside Microsoft 365 — Here's What to Do Next
Microsoft just made the biggest enterprise software distribution move since bundling Internet Explorer with Windows — and most business leaders haven't noticed. Copilot Cowork, powered by Claude (Anthropic's frontier AI), is now shipping as a default feature inside Office 365. That means every seat in your Microsoft 365 subscription already has one of the world's most capable AI models sitting inside Word, Excel, Outlook, and Teams. The question isn't whether your workforce has access to AI. They already do.
In this episode, host Michael Pullman breaks down what the Microsoft–Anthropic integration actually means for mid-size businesses — from the compet...
What Happens When One Operator Outperforms a Five-Person Team? #004
One non-technical employee. No engineering support. Running the entire growth marketing function for the world's leading AI company — for ten months straight. That's not a thought experiment; it happened at Anthropic, and it signals a structural shift every business owner needs to reckon with now.
In this episode of AI Operator, Michael Pullman unpacks what that story actually means for companies with 50 to 1,000 employees: you're currently overstaffed in execution roles and understaffed in orchestration roles. The episode covers why skilled generalists armed with AI agents are becoming more valuable than specialists, what Gartner's forecast on agentic AI me...
The $200 Tool That Just Replaced Your $50,000 Analyst #002
Most business owners are drowning in data they never properly analyze — not because the analysis is hard, but because nobody scheduled it. In this episode, Michael Pullman walks through a live, unscripted demo of Claude's scheduled task feature, using a synthetic 1,000-row logistics dataset for a Chicago delivery company to extract operational insights that would typically take hours to produce.
The result: a formatted Word report identifying the top 10 slowest customers, the worst-performing trucks (one averaging 146-minute delays with a 0% on-time rate), and a structural cascade failure pattern — all generated in under 17 minutes. If you run a busi...
TWO AI Shifts Every Business Operator Must Act On (Voice AI + SaaS Collapse)
If you’re a CEO, founder, or operator drowning in AI news and not sure what to do with it, this episode is your filter.
In Episode 1 of AI Operator, I break down two shifts that actually matter to real businesses:
 1. AI is now fast + cheap enough for real-time conversations
This changes phones, front desk, booking, quoting, triage, and customer follow-up. “Call back later” is dying. The new standard is handle it now.
 2. SaaS valuations are dropping because per-seat pricing is getting crushed
AI reduces the need for seats, and it makes it easier t...
