Services
AI Integration
Practical AI inside products that already exist. No buzzwords, no demos that don't ship.
Most companies don’t need to train a model. They need to integrate the right ones into the right places, and have the result work reliably, cost something predictable, and not embarrass anyone in production.
That’s the work we do. We’ve shipped LLM features, agentic workflows, and AI-assisted internal tools for teams who care about whether it actually helps the user.
Where we focus
- LLM features in existing products: Search, summarization, writing assistants, support copilots. Built to scale and degrade gracefully.
- Agentic workflows: Multi-step automations that do real work. Research, drafting, classification, decisioning. Observable and steerable, not magic boxes.
- Retrieval and grounding: RAG, vector search, hybrid retrieval. So the model answers from your data, not its training set.
- Evaluation and guardrails: Test suites for non-deterministic systems. Knowing whether a change made things better or worse.
Think this is what you need?
Tell us what you're building and we'll say honestly whether we're the right fit.
Start a project
Got something
you need built?
A rough sketch on a napkin or a fully-spec'd platform, either is a fine place to start. Honest conversations, no sales pitch.