AI Development Partner

Published estimates for 2026 run from roughly $5,000 to $150,000+. A basic chatbot sits near the bottom, and custom models or heavy image features sit near the top. Your app's condition and your data push the number up or down.

Usually, yes. AI features can be added to most existing apps without a full rebuild. The exception is a very old or fragile app, which may need cleanup first.

A simple API-based feature can take a few weeks. A more advanced one can take a few months. One source estimates 4 to 24 weeks depending on complexity.

Text-based features that use an existing model, like a support assistant or summaries, tend to be the cheapest and quickest. They're also a good way to learn what your users want.

Rarely at the start. Existing models handle most common needs. Custom training makes sense later, once you have unique data and a clear reason.

Mainly usage fees, servers, monitoring, and maintenance. Cloud costs for AI features can run $500 to $5,000+ a month depending on usage. Budget for these from day one.

Because they assume different things about your feature, data, platforms, and testing. Compare what's included, not just the total.

Not usually to build. It can save on running costs and works offline, but it takes more engineering and suits smaller models. Many apps use a mix of both.

It can if it's done carelessly. Sending sensitive data to outside services needs care. Ask where data is stored, who can see it, and whether it's used to train other models.

Decide on one measurable goal before building, such as fewer support requests, higher conversion, or longer use. Start small, measure, and expand only if the numbers justify it.