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Living landscape

Enterprise AI Adoption

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

Published snapshotBuilt from current wiki evidence

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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
✓ Tecban✓ Flux✓ Zapier✓ GitLab
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Decision view

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 questionTecbanFluxZapierGitLab
What was rolled out
  • Microsoft's customer story says Tecban adopted Microsoft 365 Copilot and GitHub Copilot, recorded 98 use cases, completed 35, and onboarded more than 3,000 users.Vendor-reported · Read entry 1
No source-linked detail in this snapshot
  • The story cites 89% AI adoption across all Zapier employees and more than 800 internally deployed AI agents.Vendor-reported · Read entry 1
No source-linked detail in this snapshot
Business workflow
  • The case illustrates scaled adoption in a regulated banking environment, not a controlled causal estimate of Copilot's impact.Vendor-reported · Read entry 1
No source-linked detail in this snapshot
  • Anthropic's customer story reports that Zapier adopted Claude Enterprise for work across product marketing, engineering, strategic research, and design.Vendor-reported · Read entry 1
  • 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 snapshot
  • Zapier says its support team's AI ticket-summarisation tool, Sidekick, halved average handle time.Adopter-published · Read entry 1
  • 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 basis
  • The story also reports an estimated 30% development productivity gain and 14% testing gain.Vendor-reported · Read entry 1
No 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 snapshot
  • Anthropic's earlier customer story reported 89% AI adoption; the figures refer to different dates and should not be treated as competing estimates for the same moment.Adopter-published · Read entry 1
  • Its claims are vendor-published and should not be presented as an independent outcome evaluation.Vendor-reported · Read entry 1
  • 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

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.

ClassificationTecbanFluxZapierGitLab
Adoption stageProductionUnknownProductionPiloting
Business functionsNot establishedNot establishedResearch, Sales MarketingSales Marketing
Outcome categoriesProductivityNot establishedCycle TimeProductivity
Source date2026-06-022026-09-232026-01-082026-09-02

Tecban

Flux

Zapier

GitLab

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