How do you keep AI costs under control?

Evaluation sets, caching, smaller models where they suffice, and monitoring with limits from day one.

AI Product Development

AI products people trust, even when the model gets it wrong

We build AI-first products around any model: assistants, copilots, AI features, web scrapers. Anything.

UPRIVE builds AI products in Budapest, Hungary: assistants, copilots and AI features designed so people can rely on them. A first release usually takes four to twelve weeks, after a short paid discovery on your data.

Best for: Teams adding AI to a product, or building an AI-first one
Timeline: Four to twelve weeks to the first release
Price: Starting from €3,000
How we work: Discovery on your data, then the build

What you get

You get a product that sets expectations, shows its sources, accepts corrections and fails gracefully.

Putting a model behind a text field is a weekend project. Making it a product people trust is design and engineering work. We design the interface around what the model is good at, decide where a person stays in the loop, and build the system around it.

How the work runs

We test models on your data before we choose one.

Discovery compares hosted APIs and open-weight models on your own infrastructure against your real tasks. Cost control starts on day one: evaluation sets, caching, smaller models where they are good enough, and monitoring with limits. Your data stays in your accounts, and we document the data flow for your legal team.