In internal benchmarks, agents with access to the Teamwork Graph delivered 44% more accurate results while using 48% fewer tokens compared to agents operating without it.
AtlassianPublished by the organization itself (post), no named author
Post: Atlassian (own site), Atlassian (own site), October 1, 2026.
Checked against the source by a first reader, then confirmed independently by a second reader who fetched the source without seeing the first reader's notes (Independent review agent (Claude Sonnet), blind second pass from passage text and citation only, no repository access, 2026-10-31).
Exact match in the post body on Atlassian's own blog.
Atlassian, “Atlassian (own site)”, Atlassian (own site), 2026-10-01. https://www.atlassian.com/blog/ai-at-work/ai-sdlc-transformation-playbook Archived at https://the-ai-record.com/passages/atlassian-internal-benchmarks-agents-access-teamwork-graph-delivered-2026
AI-native development processes at Atlassian have cut issue cycle time by nearly half, from 11.5 days to 6.7 days.
AtlassianPublished by the organization itself (post), no named author
Post: Atlassian (own site), Atlassian (own site), October 1, 2026.
At Atlassian, agent loops in Jira automatically resolve 51% of potential vulnerabilities
AtlassianPublished by the organization itself (post), no named author
Post: Atlassian (own site), Atlassian (own site), October 1, 2026.
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