Atlassian replaces 1,600 staff with single Jira ticket titled ‘Let AI handle’

Atlassian Corp said on Wednesday it would eliminate approximately 1,600 roles globally and consolidate the responsibilities into a single Jira issue titled “Let AI handle,” as part of a restructuring to “simplify work at scale.” The move follows a similar AI-rationalization program at Block Inc, but applies the concept more literally, according to an internal memo seen by reporters.

“Impacted workers were directed to monitor the new Jira ticket for updates on severance, health coverage and re-employment support, according to the memo.”

A spokesperson confirmed the layoffs, saying the new workflow will route all engineering, marketing, HR, finance, legal and janitorial requests into the single Jira ticket, which is assigned to an internal AI agent called “Teamless Productivity Orchestrator v0.1.” The agent currently has a due date set to “Backlog / No sprint,” according to a screenshot shared with staff.

The company said the change will reduce “context switching” by 99.993% and improve “tickets-per-FTE” productivity from 47.2 to 1.6 million per quarter, based on projections from an in-house model. A separate FAQ notes that while the AI cannot yet code, design, sell, recruit or clean, it “has been enabled with Comment, Watch and Emoji Reaction permissions,” which Atlassian describes as “core collaboration capabilities.”

Impacted workers were directed to monitor the new Jira ticket for updates on severance, health coverage and re-employment support, according to the memo. One former program manager said their role was now represented by sub-task ATLAS-482, titled “Figure out what we just did,” which remains in “To Do” status with a low priority flag.

Analysts at Morgan Stanley estimated the consolidation could save Atlassian roughly $210 million annually, assuming the AI agent does not log overtime or complain about backlog grooming. They cautioned, however, that risk factors include “ticket scope creep, recursive self-assignment, and the AI closing the issue as ‘Won’t Fix’ without explanation.”

Atlassian executives told staff the move would “let humans focus on higher-value work,” but did not specify what that work would be now that every strategic and tactical function is centralized into a single unassigned ticket. The company said it is exploring a follow-up efficiency initiative to merge all remaining corporate objectives, OKRs and compliance obligations into a Confluence page titled “TBD – Let AI summarize later.”