Service

AI integration services

We add practical AI features to existing products and workflows: assistants, search, document processing and automation that solve a real problem.

The useful AI projects are usually specific: answering questions from your own documents, triaging support tickets, extracting data from files, or drafting routine work for a person to review. We start from the problem and the data, not from the model.

We build these features into your product properly, with evaluation so you know they work, sensible costs, and care for where your data goes.

What's included

What you get

  • 01

    Use-case scoping

    Pick the AI features most likely to pay off, and how to measure them.

  • 02

    Search & assistants

    Answers grounded in your own documents and data.

  • 03

    Document processing

    Extract, classify and summarize information from files.

  • 04

    Workflow automation

    AI steps inside existing processes, with a human in the loop.

  • 05

    Evaluation

    Test sets and metrics that show the feature actually works.

  • 06

    Production integration

    Built into your product with monitoring and cost controls.

Technology

What we build with

See our full stack
FAQ

Common questions

Can you add AI to our existing product?

Yes, that's most of our AI work. We integrate with your current codebase and data rather than starting from scratch.

Which AI models do you use?

We choose per project based on quality, cost and privacy requirements, and design the integration so the model can be swapped later.

What about our data privacy?

We decide upfront which data is sent to which provider, use options that don't train on your data, and keep sensitive data out of prompts where possible.

How do we know it works?

We build an evaluation set from real examples and measure the feature against it before and after launch.

Have a project in mind?

Tell us what you're building and we'll follow up to talk it through.

Start a project