Historical brief · 2026-11-13

AI's Next Phase: Why Companies Need New Organizational Structures

Despite heavy corporate spending on AI, many companies struggle to see real productivity gains because they are merely using new technology within old organizational structures. According to Baidu CEO Robin Li, the next phase of AI is the intelligent organization.

Source image · iFanr 爱范儿

The Productivity Paradox

While global enterprises are projected to spend over 250,000 million dollars on AI in 2025, only a small fraction report true business transformation. Robin Li compares this to the early days of electrification, noting that companies have installed new electric motors but have yet to redesign their factories.

Moving to Intelligent Organizations

Traditional corporate structures rely on human-centric hierarchies that act as information bottlenecks. To truly unleash AI capabilities, companies need to shift toward task-centered networks where humans collaborate with AI agent teams.

Practice and Implementation

Baidu reports internal successes by breaking down departmental boundaries, allowing employees to leverage AI to handle end-to-end tasks. Furthermore, platforms like Baidu's enterprise solutions aim to help companies capture tacit knowledge, build reusable skills, and utilize flexible model trading systems like 'Ciyuansuo' to power their evolving workflows.

View selection rationale
Media reportStage not established

Importance 88/100

Signal80Structure90Consequence95Confidence84Momentum80
About this brief
Content type
News summary
Source type
Publisher report
Original source
iFanr 爱范儿 ↗
Source published
Process
AI-assisted discovery, translation, summarisation, classification and scoring; standards and corrections are maintained by the editorial desk.
Verification
The original URL and publication metadata are retained. This brief is not independently fact-checked unless explicitly stated.
Published by
Polyemergence Editorial Desk · PolyEmergence Pte Ltd.
Conflict disclosure
No financial or commercial conflict declared.

Editorial standards → · Corrections →

POLYEMERGENCE / EXPLORE

Keep exploring

Follow the topic, not just the headline.

Explore the Artificial Intelligence archive →