Our own products
AI products built by AppWizards: four we launched and still run.
Each one taught us something a client project cannot: what an AI model costs per user, where sign-up breaks, which feature nobody used. That is why our estimates are realistic and our demos run on real data.
Why this matters to you
Why an AI development company that builds its own products is a safer choice.
- We know what an AI model costs per user because we have paid the bills ourselves.
- We have been woken up by the problems that only appear with real traffic, such as queues, rate limits and failed requests.
- Sign-up, payments and admin screens decide whether a product survives, so we build them first, not last.
- 4 products, 500+ client projects, one team.
What each one taught us
The lessons, product by product.
Client work teaches you to build what was asked. Running your own products teaches you what happens next, and that second education is the one that shows up in our estimates.
These lessons are also why the blog can publish real numbers: the arithmetic in what an AI agent costs to run comes from operating these, not from a pricing page. If you want the same team on your product, that process is AI MVP development.
Next step
Want a product like one of these for your market? Let's talk.
A free 30-minute call with an engineer, not a salesperson. You leave with a clear plan, a price range and an honest opinion on whether AI is the right tool for the job.