Problem and Background As generative AI advances toward a new phase of "autonomous agents," enterprises and individuals have achieved non-linear productivity le...

Recent discussions surrounding the notion that "software companies fall into two categories" have revealed a pivotal trend: the rise of AI agents is fundamental...

Core Perspective : In enterprise-grade AI implementation, a clear understanding is essential — not all errors are “hallucinations,” nor are all hallucinations e...

The Threshold: When the “Best Engineers” Stop Writing Code In late 2025, during its quarterly earnings call, Spotify’s Co-President and Chief Product & Tech...

When Code Generation Is No Longer the Bottleneck In early 2025, a technology organization at the forefront of global AI research faced a paradox: despite posses...

Applications and Insights from HaxiTAG’s Intelligent Customer Service System in Enterprise Service Transformation Background and Inflection Point: From Service ...

Driven by the twin forces of digitalization and rapid advances in artificial intelligence, generative AI (GenAI) is permeating and reshaping industries at an un...

Lead: setting the context and the inflection point In an ecosystem that serves millions of merchants, a platform’s taxonomy is both the nervous system of commer...

With the widespread use of generative AI technologies, such as large language models, across various industries, AI data management has become a core task in di...

Role based Case Overview In today's data-driven business environment, business owners face complex decision-making challenges ranging from market forecasting to...