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Enterprise AI Adoption

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

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4 of 4 selected
✓ Atlassian✓ Coinbase✓ PwC✓ Vercel
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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 questionAtlassianCoinbasePwCVercel
What was rolled outNo source-linked detail in this snapshotNo source-linked detail in this snapshot
  • Microsoft's customer story says PwC rolled out Microsoft 365 with Copilot across the firm, with more than 200,000 Copilot licenses enabled and 40.8 million Copilot actions recorded over six months.Vendor-reported · Read entry 1
  • It reports more than 285,000 users in over 100 countries.Adopter-published · Read entry 1
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 snapshotNo source-linked detail in this snapshotNo 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 snapshotNo source-linked detail in this snapshotNo source-linked detail in this snapshot
Measurement basisMeasurement basis included in reported result aboveNo source-linked detail in this snapshotNo source-linked detail in this snapshotNo 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 are vendor-published customer figures; the story does not provide an independent causal evaluation or the calculation method for the time-savings valuation.Vendor-reported · Read entry 1
  • The separate $25 million saving came from platform consolidation and should not be attributed to AI.Vendor-reported · Read entry 1
  • The page does not provide the calculation behind “capacity created”; usage volume is not the same as business value.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.

ClassificationAtlassianCoinbasePwCVercel
Adoption stageProductionUnknownScalingUnknown
Business functionsNot establishedNot establishedNot establishedNot established
Outcome categoriesCycle TimeNot establishedProductivityNot established
Source date2026-08-282026-05-052026-02-252026-09-09

Atlassian

Coinbase

PwC

Vercel

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