Linear × Cars24
Linear x Cars24, abandoning a live Jira contract to go AI-native
Manual, app-switching workflows to agent-native, chat-driven work
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Why it works
The story leads with something Cars24 could not do before: operate as a genuinely agent-native organisation where AI tools read and write project context without human hand-offs. That is a net-new capability, not a speed improvement on an existing workflow. The competitive switch from Jira is explicit and the sunk-cost detail makes it vivid and credible. Efficiency is a real second thread but the framing centers on a new way of working, so New Capability wins the primary slot.
Steal this
The sunk-cost detail: Cars24 had just renewed a multi-year Jira contract and walked away from it weeks later. Naming that sacrifice makes the commitment concrete and gives the reader a stakes anchor nothing else in the piece could provide.
Click to enlarge ↗ This is editorial commentary and curation. The case study, screenshot, and all metrics are Linear's published work; we link to the source and lead with our analysis.