APD — 定义AI时代的产品研发新范式

从战略到执行,从组织到个人,全方位、全链路培养AI人才,赋能企业AI转型,打造AI原生组织,AI原生产品研发体系,助力企业在AI时代赢得竞争。

AI洞见

Digital Transformation

AI-Driven Organizational Structure: The Key to Successful AI Transformation

The key to successfully advancing an enterprise’s AI transformation lies in breaking down traditional hierarchical structures and establishing a specialized, optimized, AI-driven organization. This article proposes five core modules based on agile principles: cross-functional AI teams, AI business domains, capability networks, innovation labs, and a senior-level AI governance framework. Through cross-departmental collaboration and rapid iteration, this model strikes a balance between strategic alignment and continuous innovation, helping enterprises achieve AI adoption at scale.

Team Management

Team Management in the AI ​​Era: Why Self-Organization and Agility Are Key to Success

The AI era has brought about unprecedented changes, and traditional management models are no longer sufficient to address them. This article explores why teams must possess self-organizing and agile capabilities in the face of the AI revolution. By analyzing real-world business cases, it reveals how self-organizing models can unleash the creativity unique to humans, helping you build an irreplaceable super team.

Scrum Practices

AI+Scrum Supplementary Guide

This article explores the role and practical application of AI in Scrum, drawing on the 2020 edition of the official guide. AI does not disrupt the existing framework; rather, it serves as a tool to enhance team productivity, accelerate experimentation, and improve the effectiveness of feedback. This guide distills five core principles and three artifact specifications applicable to all software and hardware product teams, helping enterprises upgrade their R&D efficiency in the AI era.