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

Compare

Compare evidence

Choose 2–4 entities for a side-by-side matrix. Unknowns stay visible instead of being inferred.

4 of 4 selected

✓ Atlassian ✓ CrowdStrike ✓ GitLab ✓ Qonto

Clear all

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 question	Atlassian	CrowdStrike	GitLab	Qonto
What was rolled out	No source-linked detail in this snapshot	No source-linked detail in this snapshot	No source-linked detail in this snapshot	No source-linked detail in this snapshot
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 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	Qonto deployed Claude in agents inside its banking and bookkeeping product, using Amazon Bedrock for the more complex steps.Vendor-reported · Read entry 1 Qonto's AI Lab also uses Claude Code internally for engineering.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	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	Anthropic reports bank transfers completed twice as fast, client invoices created in one-third the time, and payroll flows handled five times faster in the described workflows.Vendor-reported · Read entry 1
Measurement basis	Measurement basis included in reported result above	No source-linked detail in this snapshot	No source-linked detail in this snapshot	No source-linked detail in this snapshot
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	No 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	These are vendor-published customer claims, not independently audited causal estimates across Qonto's entire customer base.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.

Classification	Atlassian	CrowdStrike	GitLab	Qonto
Adoption stage	Production	Unknown	Piloting	Production
Business functions	Not established	Not established	Sales Marketing	Finance
Outcome categories	Cycle Time	Not established	Productivity	Cycle Time
Source date	2026-08-28	2026-04-22	2026-09-02	2026-09-03

Atlassian

CrowdStrike

Crowdstrike Brings Real Time Cloud Detection And Response To

GitLab

Qonto

Add or change entities53 available

1PasswordOrganisation · 2 sources
Limit reached
AARPOrganisation · 1 source
Limit reached
AWSOrganisation · 1 source
Limit reached
AccentureOrganisation · 2 sources
Limit reached
AdobeOrganisation · 1 source
Limit reached
Akash SystemsOrganisation · 1 source
Limit reached
AmazonOrganisation · 1 source
Limit reached
AnthropicOrganisation · 1 source
Limit reached
Applied MaterialsOrganisation · 1 source
Limit reached
AtlassianOrganisation · 3 sources
Remove Atlassian
BBVAOrganisation · 2 sources
Limit reached
Bristol Myers SquibbOrganisation · 1 source
Limit reached
CertiniaOrganisation · 1 source
Limit reached
ChocoOrganisation · 1 source
Limit reached
CiscoOrganisation · 2 sources
Limit reached
CoinbaseOrganisation · 1 source
Limit reached
CreatioOrganisation · 1 source
Limit reached
CrowdStrikeOrganisation · 1 source
Remove CrowdStrike
CursorOrganisation · 1 source
Limit reached
CyberAgentOrganisation · 2 sources
Limit reached
CyberArkOrganisation · 1 source
Limit reached
DoorDashOrganisation · 1 source
Limit reached
FacebookOrganisation · 1 source
Limit reached
FluxOrganisation · 1 source
Limit reached
FortinetOrganisation · 1 source
Limit reached
Gilbert + TobinOrganisation · 1 source
Limit reached
GitLabOrganisation · 2 sources
Remove GitLab
GoogleOrganisation · 2 sources
Limit reached
HPEOrganisation · 2 sources
Limit reached
IBMOrganisation · 1 source
Limit reached
ImpelOrganisation · 1 source
Limit reached
IntuitOrganisation · 1 source
Limit reached
MetaOrganisation · 1 source
Limit reached
NetAppOrganisation · 1 source
Limit reached
OpenAIOrganisation · 8 sources
Limit reached
Oriole NetworksOrganisation · 1 source
Limit reached
PermisoOrganisation · 1 source
Limit reached
PictetOrganisation · 1 source
Limit reached
PwCOrganisation · 2 sources
Limit reached
PythianOrganisation · 1 source
Limit reached
QontoOrganisation · 2 sources
Remove Qonto
QuantiumOrganisation · 1 source
Limit reached
Red HatOrganisation · 1 source
Limit reached
RedditOrganisation · 1 source
Limit reached
Regal RexnordOrganisation · 1 source
Limit reached
S&P GlobalOrganisation · 1 source
Limit reached
Samsung ElectronicsOrganisation · 2 sources
Limit reached
Sun LifeOrganisation · 1 source
Limit reached
TecbanOrganisation · 1 source
Limit reached
VercelOrganisation · 1 source
Limit reached
WorkdayOrganisation · 1 source
Limit reached
World Bank GroupOrganisation · 1 source
Limit reached
ZapierOrganisation · 2 sources
Limit reached