Artificial Reality
The full conversations. One operator, one industry, three questions: what worked, what didn't, and what they wish existed.
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Swipe File owner and 20-year copywriter Neville Medhora on how AI killed his main business, made a dormant side project his primary revenue, and why he runs it all on a $20 ChatGPT subscription.
Six operators, seven industries, three questions each. Galina Fendikevich puts season one side by side: every real AI win was invisible, every real failure was public, and six executives described the same missing product.
Dr. Nikki Siso built fifteen interconnected Claude skills with no technical background, cutting client intake from hours to 45 minutes and a 10-page report.
AI that operators kept using after the trial ended, with the tool named and the result stated.
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Dr. Nikki Siso designed her label in Canva, found AI output templated, and paid a $10,000-a-client designer $1,000 to make it print ready.
She tells Claude to pretend to be five very difficult clients and walk the whole flow. The bugs turn up. Here is the method, step by step.
A Claude, Blotato and Google Docs pipeline schedules her Instagram weekly with one approval click. The tone work still takes hours, and she says so.
Dr. Nikki Siso had AI read a 45-page lease in three minutes and draft the counter-letter. Her attorney checked it in ten minutes, free.
Dr. Nikki Siso rebuilt her health intake as fifteen Claude skills: forty-five minutes, a ten-page report, and clients who disclose more to the machine.
Neville Medhora writes for a living and does not use AI to write. He uses it for the part of his job that was always hardest — and has a specific method for not getting generic output.
Where the tool was bought, deployed, and quietly abandoned — and what it cost to find out.
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A permit filed before the mechanical plan cost Conscious Kitchen $30,000. What general-purpose AI missed, and five checks to run before you build.
A health practitioner put her cloned voice on the shelf over a five-to-eight-second delay. What to test before you buy a voice tool.
Dr. Nikki Siso automates the prompting and the monitoring, and keeps a human in the chain. What that means for anyone building accountability software.
Dr. Nikki Siso applied for a permit before hiring an MEP engineer. The sequencing error cost a month and $30,000 on a contractor she never needed.
ChatGPT read a 45-page lease in three minutes for Dr. Nikki Siso, then failed at recipe arithmetic. The failures sort by information, not difficulty.
Dr. Nikki Siso asked AI how to open a restaurant. It found the forms but not the order, and the sequencing error cost a month and $30,000.
EveryBite, Fig, Spokin and Foodini compared on what each actually checks, plus the questions to ask before handing over a health profile.
Apollo Neuro, Lief Therapeutics, Pulsetto, Oxa and Moonbird, what each one actually does, and how to choose between detection and intervention.
Practice Better, Coach Catalyst, Healthie, Rocky.ai and Vibly, compared against what a holistic health practitioner says automation cannot do.
MindStudio, Relevance AI, StackAI, Pickaxe and Lindy deploy AI agents without code. Seven tests to run before you trust one with your product.
meez, Apicbase, WISK.ai, Galley Solutions and ClearCOGS, judged against what one Austin restaurant founder needed and could not afford at $150 a month.
Dr. Nikki Siso runs her practice on Claude built into fifteen skills, plus Blotato and Google Docs. What she bought, rejected, and could not buy.
Operators describing the product they would pay for, in their own words.
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HRV detection is solved. Knowing what to say to this particular person is not. The personalization layer a health practitioner wants built.
Diners who quit restaurants are the most underserved group in food service. Why menu compatibility AI stalls, and which restaurants unlock it.
Coval, Hamming AI, Cekura, Maxim AI and LangWatch are built for engineers. The operator who needed testing most improvised it with a prompt.
PermitFlow, GreenLite, Pulley and Symbium automate filing. One restaurant operator lost $30,000 to the step before filing, and nobody sells it.
Recipe costing is a solved problem that one Austin founder still could not buy. What the missing tier below the subscription stack needs to do.
Ten requirements from an operator who built fifteen coordinated Claude skills with no technical background and still had to hire a developer to ship.
Standalone asks pulled from the interviews, for the teams who build this software.
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Dr. Nikki Siso named four AI products she wants built for restaurants: menu compatibility, permitting, print-ready labels and recipe costing.
Dr. Nikki Siso built a fifteen-skill AI assessment in Claude, then had to hire a developer. The gap is deployment, not intelligence.
An operator's product request in one line. AI answered the label question she asked and never told her the file needed bleed to reach a printer.
Neville Medhora asked for vibe coding that deploys without breaking. The market delivered — and replaced the problem. A June 2026 scan found 98% of 1,072 deployed apps carried a vulnerability.
Neville Medhora's system could generate a hundred ad concepts at once. Nobody used it. Limited to one a day, delivered by email with no login, it became a product.
Kit shipped an AI connector. Neville Medhora quit it in two weeks. Then Kit shipped the same capability as a plain button with no mention of AI, and it worked.
The Operator Brief
The tools operators kept, the ones they dropped, and what it cost to find out.
The Builder Brief
Product gaps in operators' own words, straight from the interviews.
