Add useful AI features to the product you already have.
Smart search, summaries, drafting and in-app assistants added to your website, SaaS product or internal tool, with costs capped and the AI model easy to swap later, quoted before we start.
Why businesses come to us for AI integration.
Customers expect AI features
Competitors are adding AI search and assistants, and your product feels behind.
Worried about cost
AI usage bills can grow quickly without limits.
Worried about quality
AI that is wrong in front of customers damages trust.
Everything in our AI integration service.
You get a fixed quote before any work starts, and anything outside the scope is agreed with you first.
Feature scoping
We pick the AI feature with the clearest value.
Model selection
OpenAI, Anthropic or open models, compared on your data.
Search over your data
Retrieval so answers come from your content.
Guardrails
Moderation, limits and fallbacks when the AI is unsure.
Evaluation
A test set of real examples, rerun before every change.
Monitoring
Usage, cost and quality tracked after launch.
Four simple steps, no surprises.
Free consultation
We look at the task you want to hand to AI and tell you plainly whether AI is the right tool for it.
Fixed quote & test plan
A written price plus the real questions or documents we will test it on before launch.
Build & test
We build it, test it on your real content, and show you what it gets right and wrong.
Launch & monitor
It goes live with logging and cost limits, and we tune it as real use comes in.
What we use for this.
Mainstream, well-supported tools, set up in your name. Follow a link to see when we recommend each one.
Popular with these industries.
AI integration questions.
If your question is not here, ask it on the free consultation call.
What AI features can you add?
Search that understands questions, summaries of long documents, drafting help, classification and in-app assistants are the most common.
Which AI providers do you use?
OpenAI, Anthropic and open-source models. We compare them on your data and build so the provider can be changed later.
Is our data used to train the AI?
We use business API settings where providers do not train on your data, and we only send the data a feature needs.
How is it priced?
Development gets a fixed quote before we start. AI usage is billed by the provider to your account, with limits we set together.