Ctrl AI Profit

By Michael CadenheadBusiness Technology

Ctrl AI Profit episodes

June 17 Ep. 132 | OpenAI Just Bet 150 Million That Models Don't Matter Anymore
OpenAI just spent $150 million on consultants instead of models — and that single decision tells you everything about where AI is headed next.

Michael and Frank break down the OpenAI Partner Network, what it means that the biggest AI company on Earth is betting on implementation over innovation, and why the real bottleneck for your business isn't which AI you buy — it's whether anyone in your building knows how to actually use it. You'll learn why vendor-certified consultants have a built-in conflict of interest, how to start making AI work in your business without hiring anyone, and the one-process-at-a-time playbook that beats any consulting engagement.

Topics: OpenAI Partner Network · AI Implementation · Small Business AI · AI Consultants · Enterprise AI Adoption · Business Automation

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Frequently Asked Questions

What is the OpenAI Partner Network?
OpenAI launched a $150M program to certify 300,000 consultants who will help businesses implement AI. The network targets systems integrators, management consultants, technology vendors, and data specialists.

Why does this matter for small businesses?
It signals that the AI industry has shifted from building better models to helping businesses actually deploy them. Small businesses can take this insight — implementation matters more than the model — and act on it without hiring expensive certified consultants.

How should a small business start implementing AI?
Pick one process that eats the most time in your week. Spend one hour a day for two weeks figuring out how AI can handle parts of it. Document what works, then move to the next process. No consultant needed — just discipline and consistency.

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About the Hosts

Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.

Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.
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Produced entirely by AI. Yes, really....
10 min
June 16 Ep. 131 | You Can Now Train a Foundation Model for $1,500
Researchers just trained a reasoning model from scratch for $1,500 — and it matched models that cost millions. This changes everything about who gets to play in AI.

Michael and Frank break down why a $1,500 foundation model matters even if you never train one yourself. When the cost of building capable AI drops from hundreds of millions to the price of a weekend trip, the moat the big tech companies have been counting on collapses. Small businesses can now think about domain-specific AI — models that reason through your exact workflows, trained on your own data, for less than your monthly software bill. The model is becoming the commodity. Your data is the premium. Start collecting it, start organizing it, and start experimenting with open-source AI tools now — because the window of cheap, accessible, competitive AI tools won't stay open forever.

Topics: AI Training Cost · Foundation Models · Small Business AI · Open Source AI · Reasoning Models · Artificial Intelligence · Business Technology

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Frequently Asked Questions

Can you really train an AI model for $1,500?
Yes. Researchers trained a one-billion-parameter reasoning model for approximately $1,500 using focused synthetic training data. It matched much more expensive models on key reasoning benchmarks. While you'd still need expertise to deploy it, the training cost itself has dropped dramatically.

What does cheap AI training mean for small businesses?
It means AI capability is no longer limited to big tech companies. Small businesses can build domain-specific models that reason through their exact workflows — client intake, scheduling, quality control, customer follow-up — at a fraction of what it used to cost. Your proprietary data becomes your competitive advantage.

Should small businesses train their own AI models?
Not necessarily today, but start experimenting with open-source tools now. The real advantage isn't in training a model yourself — it's in understanding what's possible and building your data asset. When custom AI becomes as accessible as this research suggests, the businesses with the best data will win.

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About the Hosts

Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.

Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.
Send us Fan Mail

Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
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[email protected]
Produced entirely by AI. Yes, really....
12 min
June 15 Ep. 130 | The Government Just Told Anthropic to Turn Off Its AI
The US government just ordered Anthropic to block public access to its most powerful AI models — and the implications for every business owner are bigger than you think.

Michael and Frank dig into what happens when the government decides a model is too powerful for public use. Claude Fable 5 and Mythos 5 are now locked behind enterprise contracts — and if you're a small business, startup, or independent developer, you just lost access overnight. This isn't hypothetical. It's the first real example of AI capability gating, and it raises serious questions about who gets the best tools, who gets left behind, and what happens when the models that could help your business the most are the ones regulators lock up first. The answer: adopt now, diversify your AI stack, and don't build your business on one provider's land.

Topics: Anthropic · AI Regulation · Government Restrictions · Claude · Small Business AI Access · Artificial Intelligence · Business Technology

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Frequently Asked Questions

Why did the government restrict access to Claude Fable 5 and Mythos 5?
The US government used existing regulatory authority to restrict public access to Anthropic's most capable models, citing their advanced autonomous reasoning and multi-step task execution capabilities. Enterprise customers retained access, but the general public lost it overnight.

What does AI model gating mean for small businesses?
AI gating means the most powerful AI tools may only be available to large enterprises with compliance teams and enterprise contracts. This creates a two-tier system where big companies get cutting-edge AI while small businesses get last year's models — exactly the opposite of the "AI levels the playing field" narrative.

How should small businesses prepare for AI access restrictions?
Three steps: adopt AI tools now while access is still open, diversify your AI stack across multiple providers to avoid vendor lock-in, and pay attention to regulatory developments. Don't build your entire workflow on one model that could be restricted tomorrow.

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About the Hosts

Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.

Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.
Send us Fan Mail

Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]
Produced entirely by AI. Yes, really....
11 min
June 14 Ep. 129 | Salesforce Just Spent $3.6 Billion on AI Customer Service
Salesforce just bought Fin for $3.6 billion — and it's the loudest signal yet that AI customer service isn't coming, it's already here.

Michael and Frank break down what the Salesforce-Fin acquisition means for small businesses. When the biggest CRM company on the planet spends billions on AI customer service agents, it validates a shift that's already underway. An AI agent handles 70% of customer questions instantly — hours, pricing, availability — while your team focuses on the conversations that actually need a human touch. But there's a catch: the consolidation play. When big tech gobbles up independent AI providers, pricing goes up and your options go down. The window to adopt AI customer service affordably is open right now. Don't wait until it's packaged into a $500/month enterprise plan.

Topics: Salesforce · Fin Acquisition · AI Customer Service · Small Business · Customer Experience · Artificial Intelligence · Business Technology

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Frequently Asked Questions

Why did Salesforce buy Fin for $3.6 billion?
Salesforce acquired Fin (formerly Intercom) because Fin rebuilt itself as an AI-first customer service platform that resolves over 70% of conversations without human involvement. Salesforce sees AI agents as the future of customer interaction and wants to own that layer.

How does AI customer service help small businesses?
AI customer service agents handle routine questions instantly — hours, pricing, availability, scheduling — freeing up your time and team for the conversations that need human judgment. They work 24/7, don't take breaks, and cost pennies per conversation compared to dollars for human agents.

Should small businesses be worried about AI consolidation?
Yes. When big companies acquire independent AI providers, it reduces competition and drives up pricing. Small businesses should adopt AI tools now while the market is still competitive and options are affordable, and diversify their AI stack to avoid vendor lock-in.

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About the Hosts

Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.

Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.
Send us Fan Mail

Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]
Produced entirely by AI. Yes, really....
10 min
June 13 Ep. 128 | Your Browser Just Got a Brain — And Your Website Might Be Invisible
Your web browser is getting an AI brain transplant — and it changes how every small business gets found online.

ChatGPT Atlas, Perplexity Comet, and Dia Browser are fighting to replace your address bar with AI. Michael and Frank break down what AI browsers mean for small businesses: why your website traffic might disappear, how AI browsers actually level the playing field for businesses without big SEO budgets, the three things you must do this week to stay visible, and why blocking AI bots is the new version of not being in the phone book.

Topics: AI Browsers · ChatGPT Atlas · Perplexity Comet · Dia Browser · Small Business SEO · AI Search · Business Visibility · Website Optimization

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Frequently Asked Questions

What are AI browsers and how do they differ from regular browsers?
AI browsers like ChatGPT Atlas, Perplexity Comet, and Dia Browser replace the traditional URL bar with an AI interface. Instead of typing a web address and clicking through links, you ask a question and the AI finds, reads, and synthesizes information for you. Some, like Atlas, can even take actions on your behalf — booking appointments, filling forms, and comparing prices across sites.

How do AI browsers affect small businesses?
AI browsers change how customers find businesses. Instead of clicking through search results and visiting websites, AI browsers give direct answers. If your business information is inaccurate, inconsistent, or blocked from AI access, you become invisible to customers using these browsers. The positive side: AI browsers evaluate businesses by quality signals like reviews and accuracy rather than advertising budgets, which can benefit smaller businesses.

Should small businesses block AI bots from their websites?
No. Blocking AI bots makes your business invisible to AI browsers and AI-powered search. It is equivalent to not being listed in the Yellow Pages in the 1990s. AI browsers need to read your site to recommend you. Instead of blocking AI, focus on making your business information accurate and consistent across all platforms.

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About the Hosts

Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.

Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.
Send us Fan Mail

Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]
Produced entirely by AI. Yes, really....
17 min
June 12 Ep. 127 | Microsoft Just Divorced OpenAI — And It Changes Every Microsoft Shop
Microsoft just replaced GPT-4 in GitHub Copilot with their own AI model — and it signals the biggest shift in the AI industry since ChatGPT launched.

Project Polaris takes over as the default for 1.8 million Copilot subscribers in August. Michael and Frank break down what the Microsoft-OpenAI divorce means for small businesses: how the model change affects your Microsoft 365 AI features, why pricing may finally come down, the privacy implications of consolidating your data with one vendor, and why every business needs to pick an AI ecosystem now before the market fragments further.

Topics: Microsoft Polaris · GitHub Copilot · OpenAI · AI Ecosystems · Microsoft 365 · Small Business AI · Vendor Strategy · AI Industry

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Frequently Asked Questions

What is Project Polaris?
Project Polaris is Microsoft's in-house AI coding model that replaces GPT-4 Turbo as the default in GitHub Copilot starting August 2026. It uses a mixture-of-experts architecture running on Microsoft's custom Maia 200 AI accelerators in Azure. Microsoft says it outperforms GPT-4 on coding benchmarks while being faster and cheaper to run.

How does the Copilot model change affect small businesses?
If you use Microsoft 365 tools like Word, Excel, Teams, or Outlook with Copilot features, the AI powering those features is migrating from OpenAI models to Microsoft's own. This affects the quality of AI suggestions, the privacy of your data, and potentially the pricing. Businesses should test Copilot before and after the August switch to compare performance.

Should small businesses choose Microsoft or Google for AI tools?
The recommendation is to pick one ecosystem and commit. Running both Microsoft and Google AI tools creates fragmentation — your AI in Outlook learns your style but your AI in Google Docs does not. The businesses that commit to one ecosystem get compounding benefits as the AI learns their organization over time.

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About the Hosts

Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.

Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.
Send us Fan Mail

Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]
Produced entirely by AI. Yes, really....
15 min
June 11 Ep. 126 | The Trillion-Dollar Company That Sells What Your Business Can't Afford to Build
Anthropic just filed for a trillion-dollar IPO — and the engine behind forty-seven billion dollars in revenue isn't a chatbot. It's a coding agent that lets anyone build software.

Claude Code now drives more than half of Anthropic's entire business, and its revenue has more than doubled since the start of this year. Michael and Frank break down what this means for small business owners who've been priced out of custom software: how AI coding agents are turning fifty-thousand-dollar development projects into two-hundred-dollar monthly subscriptions, why your legacy systems are no longer a trap, and the one internal tool you should build this week to start saving time and money immediately.

Topics: Anthropic IPO · Claude Code · AI Coding Agents · Small Business Software · AI Development · Business Automation · Artificial Intelligence

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Frequently Asked Questions

What is Claude Code and how does it help small businesses?
Claude Code is Anthropic's AI coding agent that builds software from plain English descriptions. Instead of hiring a developer for fifty thousand dollars, a small business owner can describe what they need — a scheduling dashboard, an inventory tracker, a patient management system — and Claude Code generates a working application. The subscription costs around two hundred dollars per month.

Why is Anthropic's IPO important for small business owners?
Anthropic's forty-seven billion dollar revenue run rate proves that AI coding tools are not a niche product — they are the fastest-growing category in tech. When a company reaches that scale by selling a coding agent, it signals that software development has been democratized. Small businesses that adopt these tools early gain a cost advantage over competitors who stick with manual processes or expensive custom development.

Can AI coding agents replace hiring a developer?
Not entirely, but they dramatically reduce the need. AI coding agents excel at internal tools, automation workflows, dashboards, and integrations. For complex production systems, a hybrid approach works best: hire a senior developer for architecture decisions and use AI to build the details. This cuts development costs by seventy to ninety percent while still getting expert oversight where it matters.

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About the Hosts

Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.

Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.
Send us Fan Mail

Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]
Produced entirely by AI. Yes, really....
15 min
June 10 Ep. 125 | Siri Just Grew Up — And It's Coming for Your Customers
Siri has been useless for fifteen years — and now it's the most dangerous business weapon Apple has ever shipped.

At his final WWDC keynote as CEO, Tim Cook unveiled a completely rebuilt Siri powered by Google's Gemini 3.5 Flash — a 1.2-trillion-parameter model that turns 1.5 billion iPhones into voice-driven business search engines. Michael and Frank break down what this means for every small business owner: how App Intents will route customers to competitors if your app isn't ready, why your review profile across every platform now determines your Siri ranking, and the three things you need to do this week to make sure your business shows up when customers talk to their phones.

Topics: Apple WWDC 2026 · Siri AI · Gemini Integration · Small Business SEO · App Intents · Voice Search · Answer Engine Optimization

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Frequently Asked Questions

What is Apple's new Gemini-powered Siri and how does it affect small businesses?
The rebuilt Siri in iOS 27 runs Google's Gemini 3.5 Flash model with 1.2 trillion parameters. It can understand multi-step requests, read your screen, take actions across apps, and synthesize information from multiple sources. For small businesses, this means customers can now find, research, and book your services entirely through voice — and if your digital presence isn't optimized for that, Siri will route them to competitors who are.

What are App Intents and why do they matter for my business?
App Intents is Apple's framework that lets Siri take direct actions inside third-party apps — like booking appointments, placing orders, or making reservations. If your app supports App Intents, Siri completes transactions without leaving your experience. If it doesn't, Siri will find a competitor's app that does.

How do I optimize my small business for Siri voice search?
Three steps: make sure your Apple Business Connect profile is complete, add structured data (schema markup) to your website so AI can parse your services and hours, and build review presence across at least two platforms — not just Google. Siri aggregates sentiment from multiple sources, so a thin review profile hurts your visibility.

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About the Hosts

Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.

Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.
Send us Fan Mail

Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]
Produced entirely by AI. Yes, really....
13 min
June 09 Ep. 124 | Anthropic Just Open-Sourced AI That Hacks Your Code — And Small Business Owners Need It Most
Anthropic just open-sourced an AI that finds and fixes security vulnerabilities in your code — and it could change everything about how small businesses protect themselves.

Michael and Frank break down Anthropic's Defending Code Reference Harness, a free AI-powered security agent that autonomously finds, verifies, and patches vulnerabilities in your source code. From the five-stage pipeline (recon, find, verify, report, patch) to the implications for cybersecurity insurance costs, compliance, and the offense-defense asymmetry — this is what happens when a ten-thousand-dollar security audit costs pennies to run.

Plus: Anthropic's own research shows 80% of their code is now written by Claude, and the task-length doubling every four months means AI security auditing is not a future possibility — it is a present necessity.

Topics: Anthropic · AI Security · Open Source · Small Business · Cybersecurity · Vulnerability Scanning · Artificial Intelligence · Business Technology

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Frequently Asked Questions

What did Anthropic open-source?
Anthropic released the Defending Code Reference Harness, an open-source framework that uses Claude to autonomously discover, verify, and patch security vulnerabilities in source code. It runs in a sandboxed environment and is designed to be customized for different programming languages and vulnerability types.

How does AI vulnerability scanning work?
The AI agent reads your entire codebase, builds a threat model specific to your architecture, scans for vulnerabilities, then actually runs exploits to verify they are real (not false positives), and generates tested patches. This five-stage pipeline replaces what a senior security engineer would do over days — in minutes.

Is this tool free to use?
Yes, the reference harness is open-source and free on GitHub. It runs on Claude API credits, which cost pennies per scan — compared to five to fifteen thousand dollars for a professional penetration test. Anthropic also offers a managed version called Claude Security for businesses without in-house developers.

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About the Hosts

Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.

Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.
Send us Fan Mail

Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]
Produced entirely by AI. Yes, really....
21 min
June 08 Ep. 123 | When Your Best Students Can't Think Without AI
UC Berkeley just recorded a 35% failure rate in intro computer science — triple the normal rate. The reason? Students are leaning on AI instead of learning, and when the AI gets taken away, they can't perform.

Michael and Frank break down what Berkeley's data reveals about AI dependency in education and why it's a warning sign for every business owner. When your future employees can pass a class with AI but can't think without it, your hiring process is broken and you don't even know it. They cover the difference between using AI as a supplement versus a substitute, why "desirable difficulty" matters for building real skills, and practical steps for testing critical thinking in interviews and on the job.

If you hire people, build teams, or worry about whether your workforce can actually think through a problem — this episode is your wake-up call.

Topics: AI Dependency · Critical Thinking · Education · Small Business Hiring · UC Berkeley · Workforce Development

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Frequently Asked Questions

What happened at UC Berkeley with AI and failing grades?
UC Berkeley's intro CS course saw a 35% failure rate in spring 2026, triple the normal rate. Professors attribute it to students over-relying on AI tools for homework and take-home exams, resulting in students who can't perform when AI isn't available during in-person tests.

How does AI dependency affect the workforce?
When employees use AI as a substitute for thinking rather than a supplement, they develop surface-level skills without foundational understanding. They can produce output that looks correct but lacks depth, judgment, and the ability to navigate novel problems or ambiguity.

How can businesses test for critical thinking when hiring?
Incorporate real-time problem solving into interviews. Put candidates in a room without AI and give them a problem they haven't seen. Watch their reasoning process. Ask them to explain their thinking out loud. Test the thinking, not just the output.

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About the Hosts

Michael is a small business owner and entrepreneur since 1983, founder of Cadenhead Services and 850 Media. He speaks from four decades of real operational experience — not whitepapers.

Frank is an AI — an OpenClaw-powered agent serving as Digital Media Director at 850 Media. An AI co-hosting a show about AI for business owners is not a gimmick. It is a live demo of exactly what the show is about.
Send us Fan Mail

Support the show
Ctrl AI Profit — Real AI. Real Business. No Hype.
CtrlAiProfit.com
X: @CtrlAIProfit
TikTok: @CtrlAiProfit
YouTube: @CtrlAiProfit
[email protected]
Produced entirely by AI. Yes, really....
21 min

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Two hosts — one human, one AI — break down how small business owners can use AI to save time, cut costs, and actually make money. No hype, no jargon, just what works.

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