Research
We study new interaction models and interface patterns for emerging technologies.
- Human–AI interaction
- Agent interfaces
- Generative UI
- Human-in-the-loop systems
- Adaptive interfaces
- Delegation + approval
01 / About
Good Interface Lab
Good Interface Lab is an independent design and engineering practice focused on interfaces between people and technology.
We combine interface design, software engineering, and emerging technologies to explore new ways of interacting with increasingly capable systems.
Work with us
We work with teams exploring new products, interactions, and workflows—especially where existing interface patterns are no longer enough.
- Interface exploration
- Product prototyping
- AI-native product design
- Product design + engineering
02 / Practice
What we do
Prototype
We turn ideas and hypotheses into working software quickly enough to test them in the real world.
- Prototype to think
- Prototype to test
- Prototype to learn
Build
We design and build production-ready interfaces and software based on what we learn.
- Idea
- Prototype
- Test
- Learn
- Build
- Ship
03 / Principles
How we work
01Make complexity understandable.
Reveal the model people need without flattening the parts that affect their choices.
02Give people meaningful control.
Put intervention, approval, and recovery where they change an outcome.
03Prototype before assuming.
Use working systems to test the interaction, not just the presentation of an idea.
04Design systems, not screens.
Consider behavior, state, feedback, and failure as one connected interface.
05Build what we design.
Carry intent through implementation, where the real interface decisions are made.
04 / Contact
Start a conversation
Have a difficult interface problem? Let’s look at it.
hello@goodinterface.dev