Services

LLM integration

We help you embed language models into your product with sane architectures, evals, and monitoring — not just a single API call.

What’s included

From retrieval-augmented generation (RAG) to fine-tuning and prompt ops, we design LLM-powered features that are robust, debuggable, and measurable.

  • RAG pipelines over your own data
  • Evaluation harnesses and test suites
  • Model selection and cost-performance tradeoffs
Plan an LLM project

We work with your engineering team to land one high-impact feature first, then help you build an internal playbook for future LLM work.