LLM features in your product
Search, summaries, drafting, classification and assistants, built into the product you already have.
Services / AI integration
AI integration services
We add AI features that ship, not demos that impress. That means features built into your product, tested against real data, and measured so you know they work.
Whether you want to answer questions from your own documents, automate a manual workflow or add an assistant to your app, we'll scope what's realistic and build it properly.
WHAT WE BUILD
RAG systems
Answers grounded in your own documents and data, with sources, so users can trust what they read.
Workflow automation
Hand repetitive reading, sorting and data entry to AI, with a person checking where it matters.
Prompt engineering and evaluation
Test sets and evaluations that show how well a feature works, and catch regressions before your users do.
Tech we use
- LLM APIs
- LangChain
- Python
- TypeScript
- Node
- PostgreSQL
- AWS
- GCP
HOW WE WORK
A clear process, start to finish.
01
Discovery
We map the scope, define the architecture, and hand you a fixed proposal. If we're not the right fit, you keep the spec and walk away.
02
Build
Two-week sprints with a working demo at the end of each one. You see progress before every invoice, not after.
03
Launch
Deployment, monitoring, and handover. Full IP transfer - you own the code and the infrastructure from day one.
04
Support
Eight weeks of included support after launch, or an ongoing retainer if you'd rather keep the team.
FAQ
Common questions
How much does it cost?
Every project is fixed-price. We start with a paid two-week discovery, then give you a fixed proposal for scope, timeline and price. Tell us your budget range in the form below and we'll say honestly whether it fits.
Can you add AI to our existing product?
Yes. We work inside your current codebase and infrastructure instead of building a separate tool next to it.
How do you know the AI feature works?
We build an evaluation set from real examples before we build the feature, then measure every change against it. You see the results, not just a demo.
What happens to our data?
We design around your data requirements from the start, including which providers see what, and what stays in your own infrastructure.
Who owns the code?
You do, from day one. We transfer full IP, and the code and infrastructure live in your accounts, not ours.
Other services
CONTACT
Tell us whatyou're building
We reply within one business day. If it's not a fit, we'll say so and point you somewhere better.