Coursera Gen AI Design System

Coursera | 2026

Coursera launched its first LLM-powered agent, Coach, in 2023. I brought this early attempt up to date with the latest interaction patterns for LLM chats in 2026.

I designed dozens of UI components to meet existing and future use cases across the learner, admin, and authoring experiences. I also defined a set of Generative AI Design Principles to guide designers and PMs through the prioritization and definition of usable, transparent, and impactful LLM features.

Coursera LLM Chat Components

  • Removed the previous “Coach” character and updated the visual language

  • Designed a new chat panel that can be full screen, embedded, or in a mobile drawer

  • Added dynamic inputs like single or multi-select questions, suggested responses, and context attachments

  • Added inline cards and LLM-powered embeds to be used outside of chat

Gnerative AI Design Principles and Playbook

  • Defined Generative AI Design Principles and illustrated their applications throughout the platform

  • Built out full component library and “Playbook” to show examples of how the components should be used to cover current and future use cases

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FranklinCovey (Strive)