The past two years of enterprise AI practice have revealed an increasingly clear reality: model capabilities are rapidly becoming commoditized, and the true com...

A I Competition Enters the New Era of “Institutional Sovereignty” Over the past two years, the global race for large language models has centered on model capab...

The Focus of Enterprise AI Transformation Is Moving Deeper Down the Stack The moat of enterprise AI is not a single model, a single Copilot, or a single Agent a...

After reading Bain & Company’s latest CEO survey, interviews, and analysis, we can see a clear pattern in the practices and reflections of leading enterpris...

In the process of enterprise-grade AI application deployment, Data Intelligence is not merely a "supporting layer" — it is the "master system that determines th...

If today’s AI is the hottest weapon in corporate competition, then data is its ammunition. But the reality is that many enterprises have “arsenals” overflowing ...

At a pivotal moment when artificial intelligence is transitioning from “technological hype” to “value delivery,” Oracle , as a global leader in enterprise softw...

The Shift Beneath the Surface of Layoffs Snap announced a workforce reduction of approximately 16%, with its CEO explicitly attributing the decision to producti...

Based on the latest quarterly report from Google Cloud Threat Intelligence , combined with best practices in enterprise security governance, this paper provides...

Intelligent Transformation Case Study In the midst of a global realignment of industrial competition, sectors and business scenarios that are becoming permeated...