Atlassian vs Glean (Glean Technologies)
Relationship
Overlaps on agent orchestration, knowledge retrieval, summarization and 1 more; smaller scale (private).
Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.
4 of 12 capabilities — Shares agent orchestration, knowledge retrieval, summarization and 1 more.
Ludbee capability tags · from the product recordsShared product type — Both ship application.
Ludbee product recordsSmaller scale — Glean (Glean Technologies): $7.2B valuation, against Atlassian's $48.2B market cap.
Ludbee scale figures · valuation, market cap or revenue estimateAligned comparison
Capability overlap
Shared · 4
Not verified for Glean (Glean Technologies) · 8
Recorded for Atlassian. Glean (Glean Technologies)’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Atlassian · 4
Recorded for Glean (Glean Technologies). Atlassian’s product records say nothing either way — a missing record is not a missing capability.
Products, side by side
Algorithmic pairing — assembled from recorded fields, not hand-checked
Atlassian
Application
Workforce-planning app in the Atlassian Strategy Collection that maps positions, skills and capacity to strategic initiatives so leaders can see how each initiative is staffed and spot gaps. Atlassian titles it 'AI-first Workforce Planning' and promises 'intelligent workforce planning guidance', but the product page names no specific AI mechanism beyond that.
External customer-service app sold only inside the Atlassian Service Collection: AI agents built in Agent Studio resolve common requests and escalate complex ones, a Rovo-powered omnichannel workspace keeps each customer's conversation in one thread, Voice AI answers calls and turns them into work items with transcripts, and human agents get AI help finding answers and summarising issues.
AI feature suite inside Loom (owned by Atlassian) that automatically generates titles, summaries and chapters, and converts recorded videos into documents, Jira/Linear issues or messages.
Glean (Glean Technologies)
Application
Governs model traffic, tool calls and enterprise AI context flowing through third-party AI applications.
Enterprise-context AI coworker that answers questions, summarizes documents and takes action grounded in a company's own connected data.
Builds enterprise context for AI from a company's applications, people and relationships (the knowledge/enterprise graph underlying Glean's other products).
Model-routing and cost-optimization layer for the Glean platform: routes each task to the best of 40+ LLMs by cost/performance, runs continual memory learning across surfaces, and orchestrates an agent harness for long-running work.
Governs AI wherever work happens: sensitive-data and AI-interaction protection, agent-permission enforcement, prompt-injection defense (96.9% detection accuracy) and end-to-end audit logging.
Permissions-aware enterprise search across 100+ connected apps, using deep-learning semantic understanding and a company knowledge graph for personalized, real-time-indexed results.
Announced ("coming soon") module that maps enterprise workflows, ranks AI-automation opportunities, drafts agent blueprints for Glean Agent Builder, and tracks ROI of AI adoption.
An intelligent company homepage that brings work, knowledge and agents into one surface.
No counterpart
Atlassian sells these in a stack layer with no product recorded for Glean (Glean Technologies) yet — nothing on the other side to compare them against.
API service
A hosted Model Context Protocol server that lets external LLMs, IDEs and agent platforms securely search and fetch data from Jira, Confluence and other Atlassian Cloud products.
AI agent
Atlassian's agentic AI coding product for the software development lifecycle, available as a CLI, a VS Code extension, and inside Bitbucket Cloud and GitHub, covering planning, code generation, code review and automation.
Agent platform
AI that connects across Jira, Confluence and a team's other work through the Teamwork Graph -- contextual search and answers plus agents that automate workflow steps.
A no-code workspace inside Rovo for building, deploying and governing AI agents, automations and apps against Atlassian's Teamwork Graph.
Glean (Glean Technologies) sells these in a stack layer with no product recorded for Atlassian yet — nothing on the other side to compare them against.
Platform
Searches a company's connected applications and runs assistants and agents over what it finds.