I help product teams design AI-native products and the design systems behind them. From an MCP connector to a design system that agents can read, I take complex technology and make it feel obvious.
Creating, auditing and rescuing design systems: tokens, components, documentation, governance and, most importantly, adoption. I've built design infrastructure for global and fast-moving teams like Telefónica, El Español and Metallicus.
Your design system now has a second audience. I make tokens, components and rules machine-readable, so coding agents build with your real components instead of inventing their own. Read more in Design systems for humans and agents.
Review agents, skills, research and QA pipelines that encode your team's design judgment into reusable systems, so quality doesn't depend on who is in the room. See Shipping AI, not just using it.
End-to-end product design for complex domains, from discovery to shipped UI, and hands-on leadership for design teams that are growing faster than their process. See all projects.
Focused projects: a scoped piece of work with a clear outcome, like a design system audit, an MCP connector or a new product flow.
Advisory: ongoing, part-time support for your design and product team on design systems, AI products and design operations.
It usually starts with an audit: what exists in Figma, what exists in code, and where the two have drifted apart. From there we agree on one source of truth for tokens, a component set that matches what actually ships, written rules for when to use what, and a plan to drive adoption across teams.
Yes. I designed and built a live MCP connector for Ensinova that lets school owners run their business from Claude or ChatGPT, with safety enforced by the server rather than by the prompt. I can help you decide what your product should expose to AI assistants, design the conversational flows, and make sure risky actions stay under control.
Agents only know what is written down. Keep one machine-readable source of truth for tokens, give agents your real components with their actual props and variants instead of lookalikes, and write down the rules a senior designer carries in their head: responsive behaviour, contrast requirements, copy and tone. Then let a governance agent check every change against those rules.
AI and SaaS, education, telecommunications (Telefónica), digital news and media (El Español, Observador), ecommerce, fintech and Web3 (Metallicus), and developer tools (Bitloops, Clutch).
Send me an email at celio.r.pires@gmail.com with a few lines about your product, your team and what you need. I will reply with a few questions and a suggestion for the next step.
Insights and learnings from building design systems across different products and teams.View all articles