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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.

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✓ GitLab✓ CyberArk✓ Pictet✓ Quantium
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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 questionGitLabCyberArkPictetQuantium
What was rolled outNo source-linked detail in this snapshotNo source-linked detail in this snapshot
  • Pictet deployed Claude Code and Claude Cowork across engineering, product, and business teams, with access for about 700 people.Vendor-reported · Read entry 1
  • It reports that 89% of team members use AI daily, but does not establish that all of those users use Claude each day.Vendor-reported · Read entry 1
Business workflow
  • 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
No source-linked detail in this snapshot
  • Pictet deployed Claude Code and Claude Cowork across engineering, product, and business teams, with access for about 700 people.Vendor-reported · Read entry 1
No source-linked detail in this snapshot
Reported result
  • 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
  • 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
  • Anthropic reports working prototypes built in two hours rather than two weeks in selected examples.Vendor-reported · Read entry 1
  • The story says one bid-writing workflow cut work time by up to 90%.Vendor-reported · Read entry 1
Measurement basisNo source-linked detail in this snapshotNo source-linked detail in this snapshotMeasurement basis included in reported result aboveNo source-linked detail in this snapshot
Limits and unknowns
  • 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
  • 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
  • These examples are not an independently measured bank-wide productivity gain; the compliance comparison is against a projected effort, not a completed control-group baseline.Vendor-reported · Read entry 1
  • These are vendor-published accounts of specific workflows, not independently measured productivity across Quantium.Vendor-reported · Read entry 1
  • The page does not provide a detailed measurement protocol or prove Claude alone caused the changes.Vendor-reported · Read entry 1
  • It reports that 89% of team members use AI daily, but does not establish that all of those users use Claude each day.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.

ClassificationGitLabCyberArkPictetQuantium
Adoption stagePilotingProductionProductionProduction
Business functionsSales MarketingCustomer ServiceNot establishedSoftware Delivery
Outcome categoriesProductivityCycle TimeCycle TimeCycle Time
Source date2026-09-022026-02-182026-09-022025-04-03

GitLab

CyberArk

Pictet

Quantium

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