Living landscape

Enterprise AI Adoption

Explore documented AI business activity, including adoption, partnerships and deployments—and see what each source actually establishes.

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Choose 2–4 entities for a side-by-side matrix. Unknowns stay visible instead of being inferred.

4 of 4 selected

✓ Google ✓ AARP ✓ Atlassian ✓ OpenAI

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What the wiki can establish

Evidence gaps remain visible as “Not established” instead of being filled by inference.

Use this matrix to compare published evidence—not to rank organisations or products. Each detailed claim links to its supporting wiki entry. Documented means that a source reported it, not that the wiki independently verified a causal outcome.

Business question	Google	AARP	Atlassian	OpenAI
What was rolled out	No source-linked detail in this snapshot	No source-linked detail in this snapshot	No source-linked detail in this snapshot	No source-linked detail in this snapshot
Business workflow	No source-linked detail in this snapshot	No source-linked detail in this snapshot	Atlassian uses Claude for complex and long-running workflows in Rovo Chat, Rovo CLI, and early-access Rovo Max, while Claude Code is used within engineering and was piloted in non-technical teams.Vendor-reported · Read entry 1 Its April 2026 engineering account says the system used Anthropic Claude 3.5 Sonnet to generate review suggestions, alongside separate quality checks.Source-reported · Read entry 1	No source-linked detail in this snapshot
Reported result	No source-linked detail in this snapshot	No source-linked detail in this snapshot	Atlassian reported a 30.8% reduction in median pull-request cycle time with its Claude-backed Rovo Dev Code Reviewer and 35.6% fewer human-written review comments.Source-reported · Read entry 1	No source-linked detail in this snapshot
Measurement basis	No source-linked detail in this snapshot	No source-linked detail in this snapshot	Measurement basis included in reported result above	No source-linked detail in this snapshot
Limits and unknowns	No source-linked detail in this snapshot	No source-linked detail in this snapshot	The same story reports millions of Rovo Chat users but does not provide a controlled measure of Claude-specific productivity or customer outcomes.Vendor-reported · Read entry 1 Anthropic's customer story says more than five million AI agents ran in customer business workflows in one month, but does not attribute all those executions to Claude; Rovo uses multiple models.Vendor-reported · Read entry 1 It does not independently validate the adoption scale in Anthropic's customer story, nor establish a Claude-specific productivity outcome.Adopter-published · Read entry 1	No source-linked detail in this snapshot

No directly comparable measured outcomes are established for this selection.

Snapshot classificationsContext, not cited per-cell claims

These classifications summarise each entity dossier; they are not individually cited claims. Open a linked claim above for source-specific detail.

Classification	Google	AARP	Atlassian	OpenAI
Adoption stage	Unknown	Unknown	Production	Unknown
Business functions	Not established	Not established	Not established	Research
Outcome categories	Not established	Not established	Cycle Time	Not established
Source date	2026-10-07	2026-04-30	2026-08-28	2026-10-07

Google

AARP

Aarp And Appian Bring AI Modernization To The Back Office

Atlassian

OpenAI

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