千问办公上线首月用户数突破 3000万，企业用户占比过半

TL;DR - Alibaba says its Qianwen Office enterprise agent surpassed 30 million users in its first month, with enterprise users accounting for more than half. Its growth is paired with rapid product iteration, organizational-context infrastructure, and model-level efficiency improvements.

• The product integrates enterprise data from messages, documents, approvals, email, knowledge bases, CRM, and ERP systems into agent-callable context.
• Alibaba open-sourced MyContext, infrastructure for converting large volumes of heterogeneous workplace data into usable agent context; it reportedly gained over 3,000 GitHub stars within weeks.
• A specialized Qwen3.8-Flash model was tuned for multi-step planning, tool selection, and context compression, alongside inference and harness optimizations.
• Alibaba reports that this setup doubled per-task generation speed and reduced average token consumption by 75% in real office scenarios.