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Ship AI features that actually work

AI Development

Beyond the hype, AI is now a product feature your users expect. We integrate large language models into real products: assistants that know your data, search that understands meaning, and automations that remove hours of manual work — engineered with the same rigour as everything else we ship.

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What's included

  • AI assistants & chatbots grounded in your own data
  • Retrieval-augmented generation (RAG) pipelines
  • Semantic search with vector databases
  • Document processing & data extraction automation
  • AI workflow automation across your internal tools
  • Evaluation, guardrails & cost monitoring in production

Why it matters

What you get beyond the code

Grounded, not hallucinating

RAG pipelines keep answers anchored to your documents and data, with citations your users can check.

Costs you can predict

Model routing, caching and token budgets designed in from the start — no surprise five-figure API bills.

Integrated, not bolted on

AI features built into your existing product and stack by the same team that builds the rest of it.

Measured like software

Evaluation suites and monitoring tell you exactly how the model performs — before and after every change.

FAQ

Common questions

Primarily the OpenAI and Anthropic (Claude) APIs, plus open-source models where data residency or cost demands it. We design so you can switch providers without rebuilding.

Related services

Often paired with this

Start your project

Have an idea? Let's ship it together.

Tell us what you're building — we'll reply within one business day with an honest take and a clear next step.