Atlassian’s Move To Own The Context Powering Enterprise Agentic AI

Enterprise AI has a context problem. Leading AI models from OpenAI, Anthropic, and Google can draft code, summarize contracts, and plan projects, yet on their own they don’t know why a company killed a product line in 2022, which team owns the billing service, or what last quarter’s customer escalation taught the support organization.

An agent without that knowledge can produce work that looks right but misses the point. As agents shift from answering questions to taking action, that gap can pose an operational risk.

The pressure is mounting. Gartner predicts that 40% of enterprise applications will feature task-specific AI agents by the end of 2026, up from less than 5% in 2025. Organizations deploying agents from multiple vendors must reconcile separate session histories and, in some cases, actions taken with borrowed human credentials.

That is the backdrop for Atlassian‘s Team ‘26 Europe conference in Amsterdam this week, where the company introduced its Agentic Multiplayer Protocol. AMP is Atlassian’s bid to provide the institutional context that tells agents how a specific business works.

The stakes extend well beyond Atlassian. Platforms that provide and govern access to that context could exert substantial influence over where agents operate and which vendors capture economic value.

What is AMP?

Atlassian describes AMP as a framework for bringing AI agents into everyday teamwork alongside people. It combines access to organizational context, visibility into agent activity, and a growing set of governance controls.

Although Atlassian calls it a protocol, the announcement describes integrated platform capabilities; the company has not published a specification that other vendors can independently implement.

Atlassian says AMP is live across its cloud platform, with capabilities such as displaying agent sessions in Jira and identifying agent-written content in Confluence. Dedicated agent accounts and centralized identity controls remain on the roadmap.