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Teamwork Graph: Feature Suggestion

Doods Perea
August 30, 2026

Dear Atlassian TWG innovators - 

It started with a question:  Does Teamwork Graph analyze the metadata of information it collects from connected apps?

TWG is a unified data layer that maps mined data.  It extracts, maps, and indexes collected data into a common schema.  It does not perform data quality validation or cleansing on source content.

I recommend that Atlassian re-engineers TWG from being just an integration layer/data aggregator into a "data quality governance" layer, wherein organizations are presented with insights and recommendations on mined data from connected apps.  Start small - from its own ecosystem (Jira, JSM, Confluence, Assets, etc.) where Atlassian has the deepest schema knowledge, then expand outward.

TWG should help customers not only connect their information, but also understand its quality, completeness, freshness, and operational reliability.

I thought of sending this recommendation after writing my comment on a LinkedIn TWG-related post: Post | LinkedIn.

Doods

 

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