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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✓ Atlassian ✓ Anthropic ✓ CyberArk ✓ Reddit

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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	Atlassian	Anthropic	CyberArk	Reddit
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	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	No source-linked detail in this snapshot	No source-linked detail in this snapshot
Reported result	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	The authors report up to a 95% reduction in the time from support-case assignment to resolution: simple cases reportedly moved from 4–6 hours to 15–30 minutes, and complex cases from as long as 15 days to 2–4 hours.Source-reported · Read entry 1	No source-linked detail in this snapshot
Measurement basis	Measurement basis included in reported result above	No source-linked detail in this snapshot	No source-linked detail in this snapshot	No source-linked detail in this snapshot
Limits and unknowns	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	These results are customer/vendor-reported, not independently verified; the reported "up to" figure must not be read as an average.Source-reported · Read entry 1	No source-linked detail in this snapshot

Not directly comparable: reported results may use different measures, populations, baselines, methods or dates. Read each measurement basis and source before drawing a conclusion.

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	Atlassian	Anthropic	CyberArk	Reddit
Adoption stage	Production	Unknown	Production	Unknown
Business functions	Not established	Not established	Customer Service	Not established
Outcome categories	Cycle Time	Not established	Cycle Time	Not established
Source date	2026-08-28	2026-05-30	2026-02-18	2026-08-05

Atlassian

Anthropic

Anthropic Cuts Its List Of Unauthorized Secondary Market Sel

CyberArk

Cyberark Bedrock Support Automation

Reddit Expands Its Test Of Rules Hub A Suite Of Tools That R

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