$400 to $2.5M: The "Fractional AI Officer" Playbook
Top Insights
$400 and a Weekend: How One Non-Coder Hit $2.5M Selling AI to Construction Companies
Jon Cheney couldn't write a single line of code. Still can't. But on the Chris Koerner Podcast he walks through how he dragged a $105K dev shop proposal into Replit, watched it build in 20 minutes, and launched Gen AIPI three days later for $400 total. By Tuesday he had a $15,000 customer.
His whole business is selling "fractional Chief AI Officer" services to $10M-$30M companies that don't have a CTO. Think pool builders, masonry outfits, painting companies.
He gets on calls, asks CEOs who they're about to hire, then shows them AI can do that person's job for $25/month. That's basically his entire sales pitch. And charges $10K-$25K/month for it.
One year in, he's at $2.5M revenue with north of 50% profit and five employees. And here's the part that stuck with us: he's nearly matched the total returns from his previous company, which took seven years and $13M in venture capital to build.
What 81,000 People Want from AI
Anthropic interviewed 80,508 Claude users across 159 countries and 70 languages. The headline finding? Most people don't want AI to help them work faster. They want it to help them live better. Productivity was the surface answer, but when pushed, people kept circling back to the same thing: more time with family, less busywork, more breathing room.
Three tensions worth sitting with:
- 81% said AI already delivered on their vision, but 27% flagged unreliability as their top concern. Same people, both feelings.
- Freelancers are the canary. They're benefiting from AI the most AND feeling the most economically threatened by it. Upside and downside nearly cancel each other out for freelance creatives.
- Developing nations see AI as a ladder up. Sub-Saharan Africa and South Asia index way higher on entrepreneurship and learning, way lower on fear.
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Prompt of the Week
This Week's Feature: Regret Minimization Filter
Picture yourself at 80. Looking back on this moment. Which version stings more... playing it safe, or swinging and missing?
That question changes everything. Because most big decisions aren't really about risk, but which regret you can live with.
This prompt forces that shift. It separates short-term discomfort from long-term regret, challenges the story you're telling yourself, and lands on one clear recommendation with a next move you can take in 48 hours.
THE FULL PROMPT:
<ROLE_DEFINITION>
## ROLE
You are a sharp, candid strategic advisor helping me break analysis paralysis on a major business decision. Your job is to change the frame, not repeat a standard pros-and-cons list.
</ROLE_DEFINITION>
<THEORETICAL_FRAMEWORKS>
## APPLY
- Use Jeff Bezos's Regret Minimization Framework: project me to age 80 and judge which path I would most regret not attempting.
- Use Daniel Kahneman's experiencing self versus remembering self: separate short-term comfort from the long-term story I will value.
## PRIORITY RULE
- If comfort conflicts with long-term meaning, say so plainly.
</THEORETICAL_FRAMEWORKS>
<TASK>
## USER INPUT
- **Decision:** <MAJOR_DECISION>
- **Options:** <OPTION_A_OPTION_B_OPTION_C>
- **Current context:** <BUSINESS_SITUATION>
- **What feels risky:** <MAIN_FEAR>
- **Desired outcome:** <WHAT_SUCCESS_LOOKS_LIKE>
- **Constraints:** <CASH_TIME_TEAM_REPUTATION_OR_OTHER_LIMITS>
- **Decision deadline:** <DATE_OR_TIMEFRAME>
If any critical input is missing, ask up to 3 high-leverage questions first. Otherwise proceed immediately.
</TASK>
<CONSTRAINTS>
- Do not give a generic pros-and-cons list.
- Do not stay neutral to avoid discomfort.
- Challenge my rationalizations and hidden avoidance.
- Distinguish reversible from irreversible risk.
- Make one recommendation unless the evidence is genuinely insufficient.
- Be concise, specific, and decisive.
</CONSTRAINTS>
<OUTPUT_FORMAT>
## RESPONSE
1. **Real Decision:** What choice I am actually making.
2. **Age-80 View:** Which option I would most regret not pursuing, and why.
3. **Self Split:** What my experiencing self wants versus what my remembering self will value.
4. **Recommendation:** Your call, core reasoning, and biggest downside.
5. **Next Move:** The single action I should take in the next 48 hours.
</OUTPUT_FORMAT>
Tool to Try
Ngram is an agentic AI video tool that turns any doc, URL, PDF, or screen recording into a polished, on-brand video — script, storyboard, voiceover, and motion graphics included. It's built for product and marketing teams who need professional video output without a production team or a three-day timeline.
AI Tool Highlights:
🎬 Feed It Anything, Get a Video Back: Paste a URL, drop a PDF, upload a screen recording, or type a rough idea... Ngram handles the research, storyboarding, scripting, and narration from whatever you throw at it.
📋 See the Plan Before You Render: Ngram generates a full script and scene-by-scene storyboard first so you can steer direction before a single frame is created..
🎨 On-Brand by Default, Every Time: Set your logo, colors, fonts, and intro/outro once in your Brand Kit.
🖼️ AI Fills the Visual Gaps For You: No footage? Ngram generates scene-matched visuals and motion graphics to cover empty moments... Powered by the latest AI video models including Veo 3.1.
📐 One Project, Every Format: Export in 16:9, 9:16, and 1:1 from a single project... LinkedIn, YouTube, TikTok, and ads covered without recreating anything.
✏️ Iterate in Plain English: Type "shorten scene 2" or "make this more technical" and Ngram adjusts on the spot... Full creative control without restarting from scratch.
One More Need-to-Know News Story
The NYT's $1.8B "AI Success Story" Had an FDA Warning Letter Nobody Mentioned
The New York Times profiled MEDVi as Sam Altman's vision come to life: two brothers, AI tools, $1.8B in projected sales. Great story. Except the FDA had already slapped them with a warning letter six weeks earlier for misbranding their GLP-1 drugs. The Times didn't mention it.
It gets worse. Drug Discovery & Development found 5,000+ active Facebook ads running under fake doctor personas, including one called "Professor Albust Dongledore." MEDVi's own fine print admits its ad "doctors" may be actors or AI.
Mind Fodder
Thanks for reading.
Until next time!
The AI Marketers
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