Atlassian

AI powered knowledge.

AI powered knowledge.

Overview

Confusing jargon and hard-to-find answers slowed users down. I designed an AI-powered experience that delivers clear, contextual knowledge, speeding up onboarding, boosting productivity, and helping teams work smarter.

Role & Team

Lead Product Designer partnering with Product and Engineering

Impact

0-1

product building.

+1M

users.

AI-generated answers in Search

Smart, personalized answers with sources and follow-up prompts to keep you moving forward.

AI-generated answers in Search

Designed intuitive search experience, enabling users to ask natural-language questions and receive Smart Answers derived from across Jira, Confluence, and third-party tools. Iterated on conversational interactions and response presentation, ensuring relevance, accuracy, and clarity.

Crafted Knowledge Cards that surface context-rich details for specific types of answers.

Partnered with other teams to improve discoverability and influenced Search experience.

AI-generated Definitions

Understand team and company jargon instantly with in-line definitions that keep work moving.

Acronym & Jargon Definitions

Developed experience for inline Definitions in Jira and Confluence, allowing users to hover/click on unfamiliar terms or acronyms and see company‑specific explanations.

Partnered with multiple teams on implementing Definitions across different parts of products.

Designed workflows for adding/editing definitions, maintaining quality and consistency across the organization’s terminology.

Impact and what's next

Rovo 0-1 and beyond


  • Designed and shipped AI search and AI generated knowledge for millions of Atlassian users

  • Worked on adoption of features and success metrics gains

  • Led visioning work to expand AI-generated knowledge across products and surfaces

2025 • Made with lots of coffee

2025 • Made with lots of coffee