SRV·05 — SRV — SERVICES

AI product development

An AI feature that ships and keeps working

We build AI features into software products: search, recommendations, conversational interfaces, document analysis, agents. Including the boring part they break in production without — evaluation, guardrails and cost control.

Who it is forProduct companies with a product and a plan for an AI feature, but no experience shipping one.

What you get

  • A working feature in your codebase, not a separate prototype
  • An architecture chosen deliberately: prompt, RAG, fine-tuning or agent
  • An evaluation set that can tell you whether a change made things better
  • Cost control and a token budget per request
  • Defined behaviour for when the model is wrong or the provider is down

How it works

  1. 01Technical feasibility assessment and architecture choice
  2. 02Prototype against real data, with the evaluation set alongside it
  3. 03Production build: guardrails, monitoring, cost control, fallbacks
  4. 04Handover to your engineering team, or ongoing maintenance