Service
AI and Web Applications
Web software with retrieval, automation, and models wired into real workflows — not a demo taped to a homepage.

An AI feature is part of an application. It has inputs, failure modes, and a user who needs to trust the output. We implement retrieval over your own material, connect models to existing software, and build the web application around the decision the product has to support.
The uninteresting parts — auth, audit, evaluation, and a way to correct a bad answer — are part of the build, not a later phase.
What this usually includes
Retrieval with a source
Answers cite the document, row, or session they came from. If the system is unsure, it says so.
Automation with a stop button
Jobs that change data run with logs, retries, and a person who can halt them.
Models as dependencies
We pin versions, watch cost, and keep a path that works when the provider is down.
Capabilities
- AI integration
- RAG implementation
- AI-powered applications
- Automation
- Intelligent web applications
- AI model integration