ARC Intelligence: Product, team and how it was built

Solo founder · sold 17 months after launch

It solved one narrow and repeated task that every company has at the end of each quarter: find all invoices and give them to the accountant. It read the invoices where they already were, in the inbox and on supplier websites, instead of asking people to forward them, and it let customers write their own checking rules in plain language. Stripe data shows monthly revenue rising from US$12,631 in November 2025 to US$18,970 in January 2026.

Team of 2 to 10 · 33 months after launch, revenue falling

The product goes where the customers already are: a shop owner does not install a new app or learn accounting software, but writes into a chat. The founder wrote of having worked as a data scientist at a microloan company and of running a café, so the founder knew both the bookkeeping problem and the reason banks ask for records.

Solo founder · 19 months after launch, revenue growing

The founder, a digital nomad, had collected more than 1,000 receipts from many countries to track his own spending, and built the app for that use. It reads every line item instead of only the total, which matters for travellers with receipts in foreign scripts and currencies. Small, steady releases (25 versions between 21 January and late October 2026) and a translation of the app into 52 languages widened the market without a team.

Team of 2 to 10 · 24 months after launch

It picked work that large regulated companies had failed to automate for years and that tolerates almost no errors. Instead of letting a model decide each step, it turns the expert's procedure into fixed program steps, which makes the result predictable and cheap to run. A few large customers, sold directly, can pay for a very small team.

Started small, grew after funding · 25 months after launch, revenue growing

Every GmbH and UG in Germany must keep books, file VAT returns and produce annual accounts, and most pay a tax adviser's office to do it, the company's press release says. mika puts AI on the routine part, keeps people on the checking, and sells it as a monthly subscription that the price page lists from €49 net. It chose one narrow customer, the small limited company without its own finance staff, and the customer count grew from about 400 at the start of 2026 to more than 750 in September 2026, the company said.

Team of 2 to 10 · 7 months after launch

Chasing late invoices is repetitive work that finance teams do by hand in spreadsheets and email. Cleavr connects to tools that companies already use, such as Pennylane, Stripe and SAP, so a customer can start without a migration, and the company says setup takes under a day.

Team of 2 to 10 · 32 months after launch, revenue falling

It sold one promise that a customer can measure: a first reply to every new lead within 10 seconds, to businesses that already pay for many leads through Meta ads. A demo on the website brought sales calls through organic search before the product was built. Revenue then fell from US$9,000 to US$12,000 a month in late 2025 to under US$2,000 in September 2026, in the same months in which the founder launched other products.

Team of 2 to 10 · 22 months after launch, revenue growing

Steve Hoyek said he had lost 45 kilos by counting calories in many apps and found them too complex, so the two co-founders built the simplest one they could. The founder said on Starter Story that iPhone ads cost about four times as much per view as Android ads, while iPhone users convert only about 20% better. With no outside money, they put their ads on Android, mostly Google's app campaigns, and the founder said about 80% of users and revenue came from Android.

Started small, grew after funding · 28 months after launch, revenue growing

The commercial founder spent six years at Amazon on catalogue quality and country launches, so he knew the cost of listing content and could sell to people he had worked with. His co-founder, an AI researcher, built the first version on Stable Diffusion over one weekend in late 2022, before most sellers had heard of image models.

Team of 2 to 10 · 8 months after launch

The founders say that planners in waste depots drag jobs onto trucks by hand every morning, that the plan is wrong within hours, and that companies cannot hire planners fast enough. They had sold an ERP to waste operators since 2022 and learned that large operators would not replace their ERP, so the new product sits on top of the ERP instead of replacing it. In the April 2026 launch post the founders said that annual recurring revenue was US$496K.