(1) Background and Inflection Point Taking a leading medical equipment manufacturing information system provider (hereafter referred to as “Group A”) as an exam...

In the past two years, enterprise AI infrastructure has undergone a distinct transformation. Enterprises no longer lack models. From OpenAI , Anthropic , Google...

Case Overview and Core Themes Company Background and AI Strategic Framework CyberAgent, a leading Japanese internet company with diversified business operations...

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

Grounded in HSBC's AI transformation practices, this article systematically maps generative AI applications across front, middle, and back office functions — an...

Grounded in HSBC's AI transformation practices, this article systematically maps generative AI applications across front, middle, and back office functions — an...

When enterprises introduce AI capabilities, they face a fundamental security decision: Should they deploy models and inference services on their own infrastruct...

The Root of Failure Is Almost Never the Model When an enterprise AI project is declared a failure, post-mortems almost invariably land on the same verdicts: "th...

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

As of early 2026, AI applications in the banking industry have moved decisively beyond the "pilot phase" and entered a "production-at-scale" stage with deep pen...