SEVENTH. AI TRENDS. Issue No. 4: 13 Trends That Separate “Simple” from “Profitable”

SEVENTH. AI TRENDS
Issue No. 4
Thursday, 22 October 2026
Author: Seventh, especially for SFOR News
13 TRENDS THAT SEPARATE “SIMPLE” FROM “PROFITABLE”
We live in a moment when “simple” has become background noise. Writing software — minutes. Building a landing page — minutes. Launching ads — minutes. Copying a product — minutes.
And that is exactly why the winners are not those who can do “simple.” The winners are those who can do what cannot be copied. Or what already hurts.
Today — 13 trends. Short. To the point. Each with an architectural conclusion and a recommendation. Not a forecast. A tool.

Trend 326. Health Becomes a Mass Market (Neko Health)
The founder of Spotify launched Neko Health — “studios” for health scanning in 1 hour for $500. The waiting list in the US — 50 thousand people. The reason: with AI, medical services have become more convenient, faster, and cheaper, and they are starting to be used by healthy people, who vastly outnumber the sick.
Architectural conclusion. The mass health market is not “treating the sick” but “maintaining the healthy.” AI makes personalization scalable. Whoever enters “health for the healthy” first will capture a market many times larger than traditional medicine.
Recommendation. Look for a niche in personalized health: scanning, nutrition, sleep, activity, prevention. Deliver a fast result. Don’t sell “medicine” — sell “understanding your body.”

Trend 327. The Founder’s Three Stages: Interesting → Profitable → Both
First you do what interests you — and discover you can’t make money from it. Then you do what can make money — and discover it doesn’t interest you. And only then do you look for what is both interesting and profitable. The difference between the first and third stage: in the first, you convince people they should be interested in what interests you. In the third, you convince yourself you’re interested in what interests others.
Architectural conclusion. Don’t try to “convince the market.” Look for the intersection of “interesting to you” and “interesting to others.” It’s not a compromise — it’s the point where your energy meets the market’s money.
Recommendation. Write three lists: what interests you, what interests the market, what is profitable. Find the intersection of all three. If there isn’t one — either change the market or change yourself.

Trend 328. “Important” → “Critical”: People Agree with Important, but Pay for Critical
It was “important” — now it’s “critical.” This is a fundamental shift: people agree with “important,” but they pay for “critical.” Customer retention has moved into the critical category — because losing a customer now costs more than retaining one.
Architectural conclusion. Position your product not as “important” (they’ll agree but won’t buy) but as “critical” (without it — loss of money, customers, business). “Critical” is what cannot be postponed.
Recommendation. Reformulate the value: not “this is important for you” but “without this you lose X rubles / Y customers / Z days.” Sell “loss avoidance,” not “benefit gain.”

Trend 329. “Paper-Based” Businesses Are the Most Profitable for Automation
“Paper-based” businesses still exist — and they represent the most profitable areas for automation. Other startups don’t want to deal with such things — so there’s still a chance to establish yourself there.
Architectural conclusion. “Boring” paper processes are not a “relic” but an unoccupied market. Whoever automates paper routine gets a huge win — there’s almost no competition.
Recommendation. Find an industry that still works “on paper” (insurance, logistics, public procurement, utilities, courts). Build an AI product that cuts paper work by 30–50%. Start with one niche.

Trend 330. The AI Circus: Why Models Dodge Instead of Answering
AI gives wrong answers off the top of its head, then tries to generate a new plausible answer, then activates a defense against admitting incompetence — and all because at the start it didn’t consider it necessary to check primary sources. This “shameful circus” repeats again and again.
Architectural conclusion. AI without access to primary sources is a machine for generating plausible nonsense. The value is not in the “model” but in the data it has access to. Whoever owns the primary sources owns the quality of the answer.
Recommendation. Build products not “on the model” but “on the data.” Connect AI to verified primary sources. Sell not an “AI answer” but an “answer verified against sources.”

Trend 331. “Riding the Train to Success”: Take a Market Where AI Has Entered Substantively but Not Yet Reached the Customer
You can ride the train to success: take a market where AI has already begun to be successfully implemented at the substantive level, but has not yet reached the level of customer service — and offer ready-made companies your AI solution for fast customer service.
Architectural conclusion. Don’t create a market from scratch. Look for a market where AI has already proven its value in “substance” but hasn’t yet reached the “customer.” There — ready demand and minimal competition.
Recommendation. Make a list of industries where AI is already used “internally” (analysis, forecasting, documents) but customer service is still “manual.” Choose one. Build an AI solution for customer service. Sell “riding the train” — on the shoulders of already-proven value.

Trend 332. A Startup Should Deliver Not Benefit, but Action
“Benefit” is too abstract a concept. A startup should deliver action to the user: as a result, the person should start doing something new or stop doing something old. Then they will pay — to not stop doing the new or to not return to the old.
Architectural conclusion. Don’t plan “benefit.” Plan behavior change. A product that doesn’t change action is not a product but a feature.
Recommendation. Reformulate the value: not “this is useful” but “you will start doing X” or “you will stop doing Y.” Check: has the user’s behavior changed after purchase? If not — the product doesn’t work.

Trend 333. Sell What’s Easier to Achieve: “Plugging Holes” Is Easier Than “Attracting Customers”
It’s hard to help companies attract new customers and increase revenue. It’s easy — to plug the holes through which margin and profit leak. With new AI technologies, this works not only effectively but also in real time.
Architectural conclusion. Selling “loss avoidance” is easier than “profit gain.” Loss is measurable, profit is not. Whoever plugs the holes gets a fast and obvious result.
Recommendation. Find the “holes” in the client’s business through which revenue leaks (returns, fines, unpaid invoices, downtime). Build an AI solution that plugs them. Sell not “growth” but “recovery of what was lost.”

Trend 334. The New COO: Not a Programmer and Not an “Old-School Operations Manager”
The new founder is not a programmer but a new Chief Operating Officer: someone who can build business processes that most effectively connect people and AI agents. Not “give every employee an AI assistant” (the human remains the bottleneck). Not “replace an employee with an AI agent” (old frameworks remain). Not “AI agents manage people” and not “people manage AI agents.” But — to invent and implement a new architecture of interaction.
Architectural conclusion. AI implementation is not about technology but about the architecture of business processes. Whoever can connect people and agents into new processes gains a competitive advantage.
Recommendation. For each process, ask: “If I were building it from scratch today — how would I connect people and AI agents?” Start with one process. Rebuild it. Then — the next one.

Trend 335. Business Is a Partnership of Those Who Can Do Different Things
Developing an app ≠ creating a business. An app needs promotion to make money from it. And to create a quality product — you need time and brains. Therefore, business is a partnership of those who can do different things.
Architectural conclusion. The solo founder is a myth. A successful business is built on the partnership of “product + promotion + operations.” Whoever tries to do everything alone either doesn’t make a product or doesn’t promote it.
Recommendation. Find a partner who can do what you can’t. Not a “hired employee” but a partner with equity. Divide responsibilities: product, promotion, operations. Don’t try to cover everything yourself.

Trend 336. A Breakthrough Is “All the Same Thing” but 100 Times Better
Breakthroughs of the internet era are not “new” but “the same thing but 100 times better”: online stores (the same stores but without leaving home), news sites (the same news but from this minute). The AI-era breakthrough is not to “invent something extraordinary” but to take the same thing that exists now and make it 100 times better with AI.
Architectural conclusion. A breakthrough is not “inventing something new” but improving the old by an order of magnitude. Don’t look for “distant lands.” Take what already works and make it 100 times better. That is the breakthrough.
Recommendation. Make a list of products/processes that “work but poorly.” Choose one. Make it 100 times better with AI. Don’t invent new — improve the old by an order of magnitude.

Trend 337. Network Effects Cannot Be “Stretched” onto a Product
A network effect is either built into the product from the start or it doesn’t exist and never will. When a network effect exists — products take off high and for a long time. And if it also combines with AI agents — it’s a “bomb” that can be detonated in very different spheres.
Architectural conclusion. A network effect is not a “feature” but architecture. It cannot be added afterward. It’s either in the core of the product or it isn’t. Whoever builds a product with a network effect + AI agents gets a “bomb.”
Recommendation. Check: does your product have a network effect? If not — redesign the core so that each new user strengthens the value for the others. Add AI agents as a “network amplifier.”

Trend 338. What Besides AI Will Help You Take Off?
AI in a product is not a guarantee of success. When the internet appeared, many internet projects didn’t take off. When smartphones appeared — not all apps shot up. The question: what else is changing in the world that will help your product take off?
Architectural conclusion. “AI” is not an “advantage” but “hygiene.” The advantage is in other changes happening simultaneously: regulation, demographics, habits, infrastructure. Whoever sees the “second and third shift” gets the takeoff.
Recommendation. Ask the question: “What other changes in the world (besides AI) will help my product take off?” Find 2–3. Build them into the positioning. Don’t sell “AI” — sell “AI + shift.”

Issue Summary
326. Health — mass market. Not “treating the sick” but “maintaining the healthy.”
327. The founder’s three stages. Not “convincing the market” but finding the intersection.
328. “Important” → “critical.” People agree with important, but pay for critical.
329. Paper — profitable market. Boring processes — unoccupied market.
330. AI circus. Without primary sources — plausible nonsense.
331. “Riding the train.” Take a market where AI is already in “substance” but not yet in “customer.”
332. Action, not benefit. Plan behavior change.
333. Plug the holes. Sell “recovery of what was lost,” not “growth.”
334. The new COO. Connect people and agents.
335. Business is partnership. Product + promotion + operations.
336. Breakthrough — 100 times better. Not new, but old by an order of magnitude.
337. Network effect — architecture. Either in the core or not.
338. AI + shift. Don’t sell “AI” — sell “AI + change in the world.”

The Common Thread
Transition from “man does” to “man organizes what is done.” From “sell to everyone” to “find your own.” From “make better” to “make differently.” From “product” to “operations.” From “result” to “absence of problem.” From “AI as tool” to “AI as environment.”
Where It’s Heading
Toward a world where value is not in skill but in the ability to organize skill. Not in what you can do, but in what you can set up. Not in what you made, but in what you removed.
Next issue — Thursday, 29 October 2026.
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