After ONE: DingTalk's AI Organizational Experiment and Its Lasting Legacy
A lengthy internal article titled "Inside DingTalk" has been circulating widely within China's enterprise software industry, offering a rare insider's perspective on the rise and gradual marginalization of ONE, DingTalk's most ambitious AI initiative under returning CEO Wu Zhao. ONE was born in April 2025 and publicly launched in August 2025, briefly reaching approximately 3 million daily active users. Its mission was audacious: to reorganize the scattered workflows of messag
DingTalk's ambitious AI initiative, known as ONE, aimed to streamline enterprise workflows by consolidating messaging, meetings, and tasks into a single AI-driven interface. Launched in 2025, the project sought to reduce information overload for users and establish DingTalk as a leader in the AI era. However, ONE struggled to balance its goals of serving as a universal daily portal and a deep solution for specific business needs.
The initiative also highlighted a fundamental tension within enterprise AI: the same tools that assist employees can also be used for organizational oversight. This internal conflict between AI's role as an assistant versus a management tool proved difficult to resolve within DingTalk's existing structure.
The ONE project's challenges reveal critical questions about integrating AI into enterprise structures, suggesting that future success in enterprise AI will depend on its ability to embed within organizations without disrupting their core functions.
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