Atlassian vs Cohere

Atlassian — Application · Public · $48.2B mkt cap · 4 of 4 figures sourced  |  Cohere — Foundation Models · Private · $7B valuation · 5 of 5 figures sourced

Relationship

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

Aligned comparison

FieldAtlassianCohere
Size$48.2B mkt cap$7B valuation different basis
Employees13,301500 Cohere has 27× fewer
Founded20022019 17 yrs later
StatusPublicPrivate
CategoryApplicationFoundation Models
Stack layerAI agent, API service, Agent platform, ApplicationAPI service, Application, Infrastructure service, Model API
HeadquartersSydney, AustraliaToronto, Canada

Capability overlap

Shared · 3

Agent orchestrationKnowledge retrievalWorkflow automation

Not verified for Cohere · 9

Agentic codingCode generationCode reviewCustomer supportData analysisHR and recruitingSummarizationVideo analyticsVoice agent

Recorded for Atlassian. Cohere’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Atlassian · 6

Document extractionEmail assistanceModel hostingModel inferenceText generationVector search

Recorded for Cohere. 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

Atlassian TalentApplication

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.

Customer Service ManagementApplication

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.

Loom AIApplication

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.

API service

Atlassian Rovo MCP ServerAPI 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.

Cohere

Application

CompassApplication

An enterprise search and discovery system over a company's own scattered data, sold as a configured end-to-end product rather than as a raw retrieval API.

NorthApplication

Workplace assistant that runs agents over a company's internal documents and tools, deployable in the customer's own environment.

North AutomationsApplication

Workflow-orchestration layer inside Cohere North that lets employees describe a goal in plain language and turns it into a coordinated, multi-model, multi-step automation with approval checkpoints and usage tracking.

API service

ParseAPI service

Document parsing that turns enterprise documents, tables and images into structured data for search and agents to consume.

No counterpart

Atlassian sells these in a stack layer with no product recorded for Cohere yet — nothing on the other side to compare them against.

AI agent

Rovo DevAI 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

RovoAgent 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.

Rovo StudioAgent platform

A no-code workspace inside Rovo for building, deploying and governing AI agents, automations and apps against Atlassian's Teamwork Graph.

Cohere sells these in a stack layer with no product recorded for Atlassian yet — nothing on the other side to compare them against.

Infrastructure service

Model VaultInfrastructure service

Fully managed, network-isolated SaaS inference platform for serving Cohere's embedding, reranking and generative models in production, with auto-scaling and no rate limits.

Model API

Cohere PlatformModel API

Hosted API for Cohere's generation, embedding and reranking models, billed per token.