Add AI to the product you already have
We add AI features to your existing web or mobile app, like document reading, summaries and smart search. Built into your codebase, not bolted on.
- your app
- your data
- your users
Users expect AI. Rebuilding isn't an option.
Your product works and your users rely on it. Adding AI shouldn't mean a rewrite, a new lock-in or surprise costs.
- Unclear which features are worth building
- Worries about cost per user
- Privacy questions from your customers
Our approach
- 01
Pick the feature
We look at what your users do most and find where AI saves them real time.
- 02
Prototype in your stack
A working feature on a branch of your codebase, tested with real data.
- 03
Ship it safely
Usage limits, cost controls, fallbacks and an off switch, so the feature fails gracefully.
- 04
Hand over
Your team gets the code, documentation and a walkthrough. Or we keep maintaining it.
What you get
- A production AI feature in your codebase
- Usage and cost limits per user or account
- Logs that keep customer content out
- Tests and documentation
- Handover to your developers
Typical stack
- React, Next.js, React Native
- Node.js, NestJS
- Claude, GPT or Gemini APIs
- Usage limits and audit logs
- Your existing database
Where it fits
Document reading
Turn uploaded PDFs and photos into structured data your app can use.
Summaries
Summarise long records, threads or reports inside the screens users already use.
Natural-language search
Let users find records by describing them instead of building filters.
Casemind
Casemind's AI document reading has a per-firm off switch, daily limits, and usage logs that never store document content.
Which AI feature would your users use first?
Book a call. We'll look at your product and suggest the feature with the clearest payoff.