AI and machine learning

LLM features and integrations

We build features on large language models from Google, OpenAI, Anthropic and others, and choose the model per task by quality and cost.

What we deliver

  • Text generation, summarisation, extraction and classification wired into your existing systems
  • Chat and question-answering interfaces on top of your own data
  • Structured output validated against a schema, so the rest of the system can trust it
  • A provider layer that lets you switch model or vendor without rewriting the product
  • Cost tracking and caps per feature and per day

Typical uses

  • Product descriptions and categories generated for a large catalogue
  • Summaries and key points from long audio and video transcripts
  • An assistant that answers questions about a dashboard and drives its charts

Have something in mind?

Tell us what you want to achieve. We reply with how we would approach it and what it would take.

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