Service
Custom AI Applications
A chat bubble in the corner of your site is not an AI product. We build the part that's actually hard: retrieval pipelines grounded in your real documents and data, application logic, authentication, and a UI wrapped around the model — so the AI component is one well-engineered piece of real software, not the entire pitch.
What you get
- —A working application (web app, internal tool, or embedded feature) with a real UI
- —A data/retrieval pipeline appropriate to your source material (documents, database, APIs)
- —Evaluation of the AI component's accuracy on your actual data, not a generic benchmark
- —Deployment and handover documentation
Ideal for
- —Teams sitting on a large body of internal documents/knowledge that's hard to search
- —Products that want an AI feature built to their actual data, not a generic wrapper
- —Internal tooling that needs to reason over company-specific information
FAQs
How do you handle data privacy for internal documents?
The architecture (which model provider, whether data leaves your infrastructure, retention settings) is scoped explicitly at the start of every project based on your actual sensitivity requirements — this isn't a one-size-fits-all default.
How do you stop the model from making things up?
We ground answers in your actual documents via retrieval rather than relying on the model's memory, and evaluate accuracy against your real data — not a generic benchmark — before calling it done. If a question falls outside the source material, the system is designed to say so rather than guess.
What if we already have a vector database or model provider preference?
We build against what you've already chosen where it's a reasonable fit, rather than defaulting to our own preferred stack. See our technology comparisons for how we think about tradeoffs between options.
Use cases this service covers
Typical technology stack
Compliance frameworks this often touches
Before you reach out
Curious exactly what happens after you submit a brief, or how pricing actually works without a fake price list? Both are written down.
Have a project in mind?
Tell us what you're trying to automate or build — we'll reply with next steps, not a sales pitch.