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03 · AI

AI & LLM integration

Practical AI in production — LLM features, retrieval, and agents, with the plumbing to make them reliable.

We build AI features that actually ship. That ranges from adding LLM-powered search, summarization, or chat to an existing product, to standing up retrieval over your internal knowledge base, to designing agent workflows that close the loop on real tasks. We care about the unglamorous parts — evaluation, guardrails, cost, latency, and fallbacks — as much as the model choice.

We also help teams figure out where AI is genuinely worth the complexity and where it isn't. If your team is AI-curious but unsure what to build first, we'll walk the product with you and come back with a shortlist of high-leverage, low-risk places to start.

What we work with

LLM apps Retrieval / RAG Agents Evaluation Guardrails AI strategy

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