AI features are easy to demo and hard to run: costs balloon, outputs drift, and edge cases embarrass you in front of customers. We build LLM-powered features the way we build everything else — with structured outputs, retrieval over your own data, guardrails, evaluation and cost budgets — so the AI in your product behaves like a feature, not an experiment.

What's included

  • LLM API integrations (chat, extraction, summarization)
  • RAG pipelines over your own data
  • AI assistants & chatbots
  • Document processing & intelligent automation
  • Vector search & embeddings
  • Guardrails, evaluation & cost control