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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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✓ Atlassian✓ PwC✓ Quantium✓ BBVA
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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 questionAtlassianPwCQuantiumBBVA
What was rolled outNo 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
  • 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
  • OpenAI's June 2026 customer story says more than 100,000 BBVA employees now use it globally, with over 70% weekly active usage among deployed employees.Vendor-reported · Read entry 1
  • BBVA initially deployed ChatGPT Enterprise to 3,000 employees in 2024, then expanded access across the bank.Vendor-reported · Read entry 1
  • In its own report, BBVA said 83% of licensed users accessed the tool at least once daily and employees using it for task automation reported saving an average of 2.8 hours per week.Adopter-published · Read entry 1
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 snapshot
  • BBVA uses AI in legal, risk, engineering, operations, finance, marketing, and customer service.Vendor-reported · Read entry 1
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 snapshot
  • The story says one bid-writing workflow cut work time by up to 90%.Vendor-reported · Read entry 1
  • The story reports about three hours saved per employee per week and up to 80% efficiency gains in selected workflows.Vendor-reported · Read entry 1
  • In its own report, BBVA said 83% of licensed users accessed the tool at least once daily and employees using it for task automation reported saving an average of 2.8 hours per week.Adopter-published · Read entry 1
Measurement basisMeasurement basis included in reported result aboveNo source-linked detail in this snapshotNo source-linked detail in this snapshotMeasurement basis included in reported result above
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
  • 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
  • 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
  • OpenAI describes separate internal assistants for credit analysis, legal inquiries, customer feedback, and database work; the article does not establish that every planned transformation initiative is in production.Vendor-reported · Read entry 1
  • These are vendor-published customer claims, not independently audited estimates for the whole bank.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.

ClassificationAtlassianPwCQuantiumBBVA
Adoption stageProductionScalingProductionScaling
Business functionsNot establishedNot establishedSoftware DeliveryCustomer Service, Finance, Legal, Sales Marketing
Outcome categoriesCycle TimeProductivityCycle TimeProductivity
Source date2026-08-282026-02-252025-04-032026-06-11

Atlassian

PwC

Quantium

BBVA

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