SHAUNSHAUNSHAUN
GEHRINGGEHRINGGEHRING_

Field notes.

The AI Operator.

Every week, AI makes another headline. Most of it doesn't matter for your business. This show cuts through the noise.The AI Operator is a weekly podcast for SMB owners and business leaders who want to actually use AI — not just read about it. Each episode breaks down one AI tool in plain English, covers the stories worth paying attention to, and ends with one concrete thing you can do this week.Your host Shaun Gehring is a developer and entrepreneur who builds AI tools for real business problems. He's not here to hype the technology — he's here to tell you what works, what doesn't, and what's worth your time.No fluff. No vendor spin. Just the AI moves that help small businesses compete.New episodes every week. Hosted on Acast. See acast.com/privacy for more information.

▶ NOW PLAYING

2026.06.1018 MIN

Claude For SMBs: Episode 4

If you've ever copy-pasted an email from Gmail into Claude, asked for a reply, copy-pasted it back, edited it, and then also logged the interaction in your CRM — you've been doing AI on hard mode. You've been the human router, the API, the duct tape. This episode ends that.This is Episode 4 — the finale — of Claude for SMBs, the 4-part bonus series inside The AI Operator. The episode is about Connectors: secure permissions that let Claude work directly inside your Gmail, Calendar, Drive, Slack, Notion, CRM — on your terms, with seatbelts. The technical name is MCP (Model Context Protocol), but you don't need to know that. The metaphor is a key ring. Each key opens one door. Your data stays put — Claude just walks in, reads what's relevant, and walks back to the desk to do the work.This episode includes a no-fluff safety segment. Read-only first. Trusted vendors only. The exact rules Shaun would give his own family if they ran a small business and asked.Here's what's in this episode:The metaphor. Connectors are the keys on the coworker's belt. Gmail key, Calendar key, Drive key, Notion key, CRM key. The keys don't do anything alone — they just open doors that, until now, you had to walk through and carry stuff back from.A real-world walkthrough — Sam's Cleaning Co., Nashville. A 12-employee commercial cleaning company connects Gmail read-only. Sunday afternoon goes from 90 minutes of dread to 20 minutes of clarity. No write permissions yet — the leverage is just in the looking.A second walkthrough — Priya's Consultancy, Brooklyn. A 6-person UX firm connects their 2,000-page Notion wiki. New consultant onboarding drops from two weeks to four days. Two-thirds of the win comes from the Notion connector alone.The honest safety segment. Five rules: read-only first, vendors you trust, separate AI-experiment account if you're nervous, the dumb test before any write action, disconnect what you stop using. Plus a plain-English statement on Anthropic's data-use posture.The series wrap. Project = desk. Cowork = coworker. Skills = binders. Plugins = shelves. Connectors = keys. The full picture, one last time.Plus the operator move: connect one app — the one you'd be most stuck without — read-only, ask Claude one big question that normally takes you an hour of digging, and time the answer. Don't connect a second app this week.Links mentioned in this episode:Claude Connectors (inside Claude Desktop settings): https://claude.aiAnthropic privacy & data-use page: https://www.anthropic.com/privacyEpisodes 0–3 of the Claude for SMBs seriesTopics covered: Claude Connectors, MCP, Model Context Protocol, AI Gmail integration, Claude Notion connector, AI for commercial cleaning, AI for consulting firms, AI security for SMBs, AI data privacy, Anthropic data policy, Claude Drive connector, CRM AI integration, read-only AIHost: Shaun Gehring — developer, entrepreneur, and someone who builds AI tools for real business problems. Hosted on Acast. See acast.com/privacy for more information.

Above the Noise.

Everyone in AI is incentivized to lie to you. Vendors want the deal. Consultants want the engagement. Analysts want the subscription. They're all paid to sound certain — so certainty is exactly what you can't trust.Above the Noise is the unbiased AI brief for enterprise leaders. I build enterprise AI for a living, and on this show I sell you nothing. No sponsors, no affiliates, no agenda. Just a practitioner cutting through the hype so you can make decisions with a clear head.Every episode runs four segments: • News Brief — what actually moved, and what it means for you. • Deep Dive — one topic, taken apart and explained in plain English. • Expose a Lie — the signature segment. I take a popular AI claim everyone repeats and put it up against cited evidence. (I go after claims, never people.) • A Thought-Provoking Question — something to chew on before the next one.Built for any leader — Director to CIO — who feels the pressure to "do something with AI" but can't tell what's real. Biweekly. Solo. About 30 minutes. The unbiased signal, above the noise. Hosted on Acast. See acast.com/privacy for more information.

▶ NOW PLAYING

EP 022026.06.0935 MIN

Build vs. Buy — The Most Expensive Identity Crisis in Enterprise AI

In a single 48-hour stretch, Microsoft announced seven in-house frontier AI models and their own GitHub division flipped Copilot to token billing — sending some users from $29 a month to $750. The universe basically scripted this episode of the build-versus-buy debate. The tested take from someone who builds enterprise AI for a living: this isn't one decision, it's three — and almost every failed AI program made one call instead of three.This episode of Above the Noise — the unbiased AI brief for enterprise leaders:News Brief: Microsoft Build 2026 — the MAI in-house model family, and why the largest AI buyer on Earth deciding to build at only the foundation layer tells you exactly where the build line is for the rest of us · GitHub Copilot moves to token billing (users seeing 10–50× cost jumps) — the "buy" side's hidden tax: you don't own the pricing model · Ignore pile — SAP Sapphire's "Autonomous Enterprise" and its €100M partner-payment fund.Deep Dive — Build vs. Buy: The three-layer cut (model / platform / workflow) that fixes the conversation. MIT NANDA: vendor-led wins 67% vs. 22–33% for pure internal builds. Build cost: $300K–$1.5M+ upfront + 20–30% annual maintenance, forever. Plus the four taxes every spreadsheet undercounts — and why the right answer in 2026 is almost always hybrid.Expose a Lie: "If we build it in-house, we own it." Steelmanned, then dismantled. When you build, you don't own the AI — you own the obligation to keep it alive. Maintenance bill, model-aging risk, governance liability, talent risk, all on you. Plus the data-moat sub-myth that drives half of build proposals.🔗 Show Notes & SourcesEvery stat in this episode is sourced. Check the work yourself:News Brief — Microsoft Build 2026 (MAI models)Microsoft unveils seven homegrown AI models in new bid for 'long term self-sufficiency' (GeekWire, Jun 2 2026)Microsoft Build 2026: 7 Biggest AI Announcements You Need to Know (Memeburn)At Build 2026, Mustafa Suleyman finally revealed Microsoft's AI moves (Digit)"Anthropic Is Extremely Expensive, Many Are Urgently Looking For Alternatives" — Mustafa Suleyman (OfficeChai)News Brief — GitHub Copilot token billing flip'What a joke': GitHub Copilot's new token-based billing spurs consternation among devs (TechCrunch, May 30 2026)GitHub Copilot is moving to usage-based billing (GitHub Blog)GitHub Copilot Pricing Change Drives Backlash: Agentic Bills Jump 10x to 50x for Power Users (TechTimes, Jun 1 2026)Microsoft Switches GitHub Copilot To Usage-based AI Token Billing (Dataconomy, Jun 1 2026)News Brief — SAP Sapphire 2026 (ignore pile)SAP Unveils the Autonomous Enterprise (SAP News, May 2026)2026 SAP Sapphire Keynote: Powering the Autonomous Enterprise (SAP News)SAP Sapphire 2026: SAP makes its case it should be your autonomous enterprise platform (Constellation Research)Deep Dive — Build vs BuyMIT report: 95% of generative AI pilots at companies are failing (Fortune, Aug 18 2025)Build vs Buy Enterprise AI in 2026: Costs, Success Rates, and Hybrid Strategies (Octopus Builds)Build vs Buy for Enterprise AI in 2026: A Decision Framework for Buyers Who Need Results (Just Think AI)The State of AI in the Enterprise 2026 (Deloitte)Gartner Says Applying Uniform Governance Across AI Agents Will Lead to Enterprise AI Agent Failure (Gartner, May 26 2026)Gartner Predicts Over 40% of Agentic AI Projects Will Be Canceled by End of 2027 (Gartner, Jun 25 2025)Expose a Lie — "If we build it in-house, we own it"MIT report finds 95% of enterprises see no return on generative AI (Digital Commerce 360, Aug 25 2025)Open Source AI Models: Why 2026 is the Year They Rival Proprietary Giants (Swfte AI)The LLM Pricing Collapse of 2026: How to Build When Models Cost Almost Nothing (AI Magicx)DeepSeek V4: The Open-Source Model Frontier Labs Feared (Hello AI)The Data Advantage Myth: Why Proprietary Data Alone Won't Save You (Value Add VC) Hosted on Acast. See acast.com/privacy for more information.