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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✓ HPE ✓ 1Password ✓ Atlassian ✓ Zapier

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What the wiki can establish

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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 question	HPE	1Password	Atlassian	Zapier
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	The story cites 89% AI adoption across all Zapier employees and more than 800 internally deployed AI agents.Vendor-reported · Read entry 1
Business workflow	No source-linked detail in this snapshot	1Password deployed Codex across planning, implementation, review, testing, and production investigation.Vendor-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	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
Reported result	No source-linked detail in this snapshot	Its OpenAI customer story reports a 20.9% productivity improvement for a core engineering cohort and a 10.9% reduction in median pull-request cycle time.Vendor-reported · Read entry 1 For its Finance AI Hackathon, 1Password says 90 team members built 21 agents and that those agents save the team 5–10 hours per person per week.Source-reported · Read entry 1	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	Zapier says its support team's AI ticket-summarisation tool, Sidekick, halved average handle time.Adopter-published · Read entry 1
Measurement basis	No source-linked detail in this snapshot	The company estimates a 553% ROI and about $784,000 of annual engineering capacity for a modelled group of 50 consistent users.Vendor-reported · Read entry 1 The ROI is modelled, not a realised cash saving or an independently verified causal effect.Vendor-reported · Read entry 1	Measurement basis included in reported result above	No source-linked detail in this snapshot
Limits and unknowns	No source-linked detail in this snapshot	Expansion to finance and marketing is described as a rollout, but the published productivity figures concern engineering and should not be generalized to those teams.Vendor-reported · Read entry 1 The ROI is modelled, not a realised cash saving or an independently verified causal effect.Vendor-reported · Read entry 1	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	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

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	HPE	1Password	Atlassian	Zapier
Adoption stage	Unknown	Production	Production	Production
Business functions	Not established	Finance, Software Delivery	Not established	Research, Sales Marketing
Outcome categories	Not established	Cycle Time, Productivity	Cycle Time	Cycle Time
Source date	2026-06-10	2026-09-08	2026-08-28	2026-01-08

HPE

1Password

Atlassian

Zapier

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