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.

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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 questionCoinbaseChocoPermisoGitLab
What was rolled outNo source-linked detail in this snapshotNo source-linked detail in this snapshotNo source-linked detail in this snapshotNo source-linked detail in this snapshot
Business workflowNo source-linked detail in this snapshotNo source-linked detail in this snapshotNo source-linked detail in this snapshot
  • Anthropic's customer story says GitLab piloted Claude for Work internally for RFP responses, marketing content, technical documentation, small internal tools, and data analysis.Vendor-reported · Read entry 1
Reported resultNo source-linked detail in this snapshotNo source-linked detail in this snapshotNo source-linked detail in this snapshot
  • It reports that 98% of surveyed GitLab team members were satisfied or very satisfied and cites 25–50% productivity gains during the initial pilot.Vendor-reported · Read entry 1
Measurement basisNo source-linked detail in this snapshotNo source-linked detail in this snapshotNo source-linked detail in this snapshotNo source-linked detail in this snapshot
Limits and unknownsNo source-linked detail in this snapshotNo source-linked detail in this snapshotNo source-linked detail in this snapshot
  • The page does not state the survey sample, productivity baseline, or calculation method, so they should not be generalised to GitLab's entire workforce.Vendor-reported · Read entry 1

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.

ClassificationCoinbaseChocoPermisoGitLab
Adoption stageUnknownUnknownUnknownPiloting
Business functionsNot establishedNot establishedNot establishedSales Marketing
Outcome categoriesNot establishedNot establishedNot establishedProductivity
Source date2026-05-052026-04-272026-07-092026-09-02
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