AI integration
Practical AI integration for your product
I add AI where it earns its place — assistants that answer from your own documents, search that understands questions, and automation that takes repetitive work off your team. Wired into the tools you already use, with sensible limits and costs.
This is for you if…
- Your team answers the same questions again and again
- Your knowledge is spread across documents nobody can search
- You want AI features in your product without the hype
- You're worried about AI giving confident, wrong answers
What you get
Answers from your data
Retrieval over your own documents, with sources shown so answers can be checked.
Chat that feels fast
Streaming responses and conversation history, inside your app or website.
Human handoff
When the AI isn't sure, it says so and passes the question to a person.
Cost controls
Usage limits and caching so your AI bill stays predictable.
Admin controls
Upload sources, review conversations and improve answers over time.
Model-agnostic
Built so you can switch AI providers without rebuilding your product.
Common questions
- Can you build a chatbot that answers from our own documents?
- Yes. I build assistants that search your documents, answer with citations, and hand off to a person when they aren't confident — so customers don't get made-up answers.
- Is our data safe?
- I keep your data in your own database and only send what's needed to the AI provider for each request. We can choose providers and settings that don't train on your data.
- Can you add AI to an existing app?
- Yes. AI features are often a 1–3 week add-on to a product that already exists, starting from $300.
Ready to get started?
Tell me what you're building — you'll get a written quote, not a sales call.