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

Overview: AI Shifts from Model Competition to Engineering Competition — Enterprise Value Now Defined by Delivery Capability Microsoft has announced the establis...

Salesforce's State of Service 2026: Professional Services Edition reveals an industry inflection point that is underway but not yet fully grasped: the professio...

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 ...

Analysis and Extended Reflections on Enterprise Agentic AI Use Cases Based on the McKinsey Report: "Building the Foundations for Agentic AI at Scale" The McKins...

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

Opening Context: When a Financial Giant Encounters Decision Bottlenecks In an era of intensifying global financial competition, mounting regulatory pressures, a...