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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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 questionImpelCreatioAtlassian
What was rolled out
  • Impel deployed Claude Enterprise to more than 400 seats across knowledge work and engineering.Vendor-reported · Read entry 1
No source-linked detail in this snapshotNo source-linked detail in this snapshot
Business workflow
  • Impel deployed Claude Enterprise to more than 400 seats across knowledge work and engineering.Vendor-reported · Read entry 1
  • Its teams use Claude Code for product development and a Claude-based roleplay agent to train over 150 customer-facing staff using scenarios informed by recorded dealer calls.Vendor-reported · Read entry 1
  • The Creatio 10x release combines the company’s CRM applications with new tools for developing personal assistants, deterministic … The post Creatio expands beyond its no-code roots with conversational development tool and AI studio appeared first on SiliconANGLE.Source-reported · Read entry 1
  • 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
Reported result
  • Anthropic's customer story says new-product ramp time fell from three to six months to roughly one month of roleplay and certification.Vendor-reported · Read entry 1
  • It reports 20% more support cases handled with Claude-based triage and monthly business-review preparation falling from three to four hours to around 30 minutes.Vendor-reported · Read entry 1
No source-linked detail in this snapshot
  • 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
Measurement basisNo source-linked detail in this snapshotNo source-linked detail in this snapshotMeasurement basis included in reported result above
Limits and unknowns
  • These are vendor-published customer examples, not an independently controlled estimate of company-wide productivity.Vendor-reported · Read entry 1
  • Impel prioritises agent opportunities by business problem and still uses other models, so the account does not establish that every benefit or workflow is attributable solely to Claude.Vendor-reported · Read entry 1
No source-linked detail in this snapshot
  • 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

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.

ClassificationImpelCreatioAtlassian
Adoption stageProductionUnknownProduction
Business functionsNot establishedNot establishedNot established
Outcome categoriesCycle TimeNot establishedCycle Time
Source date2026-09-162026-07-152026-08-28
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