TLDR Tech
Your Design System Is Now Compliance Infrastructure
The interesting thing about this Figma-to-code experiment is not the tooling. It's the governance implication buried inside it.
When AI agents generate UI components, they need machine-readable rules to work from. Human-readable guidelines — the kind design teams have written for a decade — are useless to them. So design system teams are now being asked to encode their decisions: what a button does, when a warning state appears, what constitutes an on-brand interaction. That encoding is governance, full stop.
For anyone building consumer credit products in the UK, this matters more than it might appear. The FCA's Consumer Duty requires firms to demonstrate that their customer journeys are designed with good outcomes in mind. Right now, most firms evidence that through documentation, reviews, and sign-off processes. But if your UI is being generated by agents working from metadata files, the governance has to live in those files. The spec becomes the control.
What this forces you to reckon with
- Who owns the machine-readable rules? Design, engineering, compliance, or some combination?
- When a rule changes — say, how risk warnings are displayed — how does that propagate across every agent-generated component?
- Can you audit what the agent was told at the point a particular journey was built?
These are not abstract questions. They are the kind of questions a skilled person at your firm will eventually have to answer to a regulator.
The firms that treat design systems as a technical nicety will get caught out. The ones that recognise them as a layer of documented, versioned, auditable decision-making will be in a far stronger position — not because regulators have asked for it yet, but because the technology is making it possible to demand it.
The deeper question is whether compliance teams even know this conversation is happening in their design and engineering functions.
- agentic
- AI agents
- AI