AI features in your app
Search, summaries and drafting inside the product.
Short answer. They are things like search that understands questions, automatic summaries and drafting help, built into the product your customers already use. We add them where they save a step, and check the output before it reaches a user.
What is included
For product teams with a working app who want search, summaries or drafting inside it.
A feature worth building
We test the idea on real data before spending time on the interface.
Built into your product
Designed to fit your screens and your existing accounts and permissions.
Checks on the output
Rules and review steps so bad answers are caught before a user sees them.
Cost and speed limits
Usage tracked, so the feature stays fast and its running cost stays visible.
How it runs
Readiness
The job, the data and what good output looks like.
Prototype
A working version on real questions in weeks.
Build
Security, hand-offs and logging added.
Measure
Accuracy and time saved, reviewed monthly.
Questions we get
What are AI features inside an app?
They are things like search that understands questions, automatic summaries and drafting help, built into the product your customers already use. We add them where they save a step, and check the output before it reaches a user.
Can you add AI to an app you did not build?
Often, yes. We start with a look at the code and the data, then say what is realistic.
Will running it get expensive?
Model usage has a running cost, so we measure it during the prototype. The numbers go into the written scope before you commit.
Which model will you use?
We pick per job and keep the choice swappable. If data cannot leave your servers, we use an open-weight model hosted by you.
Related services
Often scoped together with this one.
AI assistants and chatbots
Answers for customers and staff, from your documents.
Voice agents
Phone and voice assistants that answer, book and hand off.
Private AI knowledge base
One chat over your documents and systems, on your servers.
Tell us what you’re building.
- A call about the goalThe budget, the deadline and what success looks like.
- A written scopeWhat we build, in what order, and the quote.
- Work in sprintsA demo at the end of each one.