AI features that actually add value
- Smart search & Q&A over your own content or documents
- Drafting and summarising — turning long inputs into useful short outputs
- Support chatbots that genuinely resolve common questions
- Classification and routing — tagging, triaging, prioritising automatically
- Personalised recommendations based on real user behaviour
What to skip (for now)
A generic chatbot bolted to the corner of your app, "AI" features that don't map to a real user task, and anything that puts an unpredictable model in charge of a critical decision without a human check. Novelty AI adds cost and support burden without moving your numbers. If you can't name the user problem it solves in one sentence, it's not ready.
The honest cost of AI features
Building an AI feature is often quick; running it responsibly is the part to plan for. There are per-use model costs, guardrails to stop it doing something silly or unsafe, and evaluation to make sure it stays useful as it changes. Budget for the running cost and the safety work, not just the build — that's the difference between a demo and a feature people trust.
Want AI in your product that users actually keep using? Tell us the problem you're solving and we'll scope the right feature and price it — free, usually within 48 hours.
Ready to build it?
Tell us what you have in mind and get a free, no-obligation time & budget estimate — usually within 48 hours. We work with clients worldwide.
Fixed price · You own the code · Usually replies within a few hours