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AI product design for startups and product teams

AI product design

“Our product runs on AI, or we built it with AI, and now nobody can follow it.”

Designing an AI product means designing how its output is read, trusted and acted on. It is the same job for a new product and for an existing one that was generated rather than designed: flows, hierarchy, and an interface instead of a generated shell.

What you get

  • UX audit of the current product
  • AI flows and interaction design: how AI output is shown, explained and acted on
  • Flow restructure
  • Information architecture and navigation
  • Visual system — type, colour, spacing, states
  • Component cleanup and consolidation
  • Handoff to your stack

Who it suits

  • A startup building a product where AI does the work, such as investigation, analysis or an assistant
  • A startup with a Lovable, v0, Bolt or Cursor build that works but does not read
  • A vibe-coded product that has to look like a company made it before launch or a funding round
  • An existing product with AI features that users find hard to trust or follow
  • An internal tool that grew past the layout it started with

Typical timeline: 2–5 weeks. Built for startups and product teams, working alongside your product and engineering.