Based on a global review of AI applications, this article analyzes enterprise-level AI use cases in healthcare, finance, retail, manufacturing, and other sectors, examines market impact and the competitive landscape, and provides strategic references for business decision-makers on AI implementation.
The scale of AI infrastructure investment has reached $750 billion, with NVIDIA, Alphabet, and Oracle occupying key positions in the industry chain through different strategies. This article analyzes the business models, financial performance, and market risks of the three companies, providing an industrial perspective for corporate decision-makers and investors.
Nexdata will showcase four major AI data solutions covering GenAI/VLM, Physical AI, SpeechLLM, and LLM at ICML 2026, highlighting the key role of high-quality data in model training and deployment, with the industry focusing on data infrastructure investment.