Aelix Echo · UX Design
Design that makes AI
worth using.
A research-led practice for teams shipping enterprise AI. We design the interfaces, patterns, and design systems that turn powerful models into products people reach for.
The thesis
A model is only useful when a person can find it, understand it, and trust what it says.
Most AI products fail in the interface, not the model. Our work begins where the prompt ends, turning capability into something a team can adopt, defend, and rely on in the work that actually pays.
What we make
User research that survives contact with engineering.
We sit with the people who'll actually use the product. We map the work, the language, and the constraints. The research outputs become decisions, not slides.
Interaction patterns built for models, not buttons.
Prompting, confidence display, error recovery, human handoff. The patterns most teams reinvent badly, we ship as a library, battle-tested across deployments.
Design systems that scale to the org, not just the team.
Token-driven. Code-paired. Versioned like software. Your brand stays consistent across every surface your AI touches, including the ones built by other teams.
Accessibility as the default, not a final audit.
WCAG 2.2 AA built into every flow. Keyboard parity, screen reader QA, color and motion preferences, all handled before the design ships, not retrofitted after a complaint.
Production-ready, end of story.
Figma files, design tokens, accessible React components, Storybook docs, and the conversation with your engineering team. We ship what your team needs to ship.
A glimpse of the work
Risk review
Risk review surface · enterprise AI workspace
Outcomes
30-50%
Adoption lift on internal AI tools
2-3×
Faster onboarding for new operators
~50%
Less training time per team
Aelix Echo internal engagement benchmarks
How we work
A short engagement, a slow handoff, and a long quiet.
Discover
We sit with operators, map the work, and bring back what the model needs to prove out.
Design
Patterns, flows, and a working design system: drafted in Figma, validated in prototype, decided on the floor.
Build
Accessible React components, design tokens, and Storybook docs handed to your engineering team, plus the working conversation that makes the handoff land.
Adopt
Rollout, telemetry, and the iteration that turns a launch into a habit. We stay through the part that matters most.
A note from the practice
We don't ship demos. We ship work that the operations team takes home on a Tuesday and forgets they're using by Friday, because by Friday it's just the way the work happens.
The Aelix Echo design practice
When you're ready to ship the version your team will actually use, we're here.
45-minute working session · No deck, no pitch