Coding & marking refers to applying codes, markings, or labels to products, packaging, or materials for identification, tracking, and compliance purposes. This process involves using specialized equipment, such as printers, coders, and markers, which use inkjet or thermal transfer techniques to apply codes or markings. The codes & markings can contain important information, such as batch numbers, codes, and logos, which help manufacturers comply with regulations, improve traceability, and enhance brand recognition.

The market by value in this report is defined as the revenues that enterprises gain from goods and/or services sold within the specified market and geography.

Global Artificial Intelligence (AI)-Powered Mental Health Solutions Market Size and Share Analysis

Artificial intelligence (AI) is a convergence of hardware, software, and services to carry out computing-based reasoning and understanding like that of the human brain. This process of computing-based reasoning and understanding is known as cognitive computing. The process of creating statistical models and algorithms for cognitive computing is called machine learning. Furthermore, AI hardware consists of servers, storage, and AI chipsets; AI software majorly includes general-purpose cognitive and conversational AI software platforms; and AI services include cloud, simulation, and installation solutions. AI is rapidly penetrating many sectors, namely retail, banking, manufacturing, healthcare, and others.

The framework of laws, rules, and moral principles that control the creation, implementation, and use of AI systems is referred to as AI governance. In order to promote ethical and reliable AI practices, it promotes openness, accountability, fairness, and privacy while addressing potential hazards on the end-users such as government and defense, healthcare, BFSI, retail, and others.

Infrastructure as a Service (IaaS) is one of the categories of cloud computing service offerings, while Software as a Service (SaaS) and Platform as a Service (PaaS) are the other two categories. IaaS provides virtualized computing resources, as a service, over the Internet. Through this service, Companies offer products such as server computing resources, storage capacity, bandwidth, network connections, internet protocol (IP) addresses, and load balancers.

全球AI跃进与中国硬科技突围-主题投资月度观察2025年第5期

信息技术行业：2025智能矿山暨无人驾驶行业蓝皮书

在 2025 年 5 月 19 日外发报告《两会“爆款”主题面面观，兼论 深海科技与具身智能（人形机器人）的投资前景》中，我们曾对 2015-2024 年十年间两会主题进行深度复盘，总结出定量规律，并且对 市场关注度较高的深海科技和具身智能（以人形机器人为代表）进行 偏定性的分析，讨论其是否具备成为爆款主题的潜力。在此篇报告中， 我们希望通过更定量的判断，推荐主题。

Mamba-MoE风险中性化与多模型融合-机器学习系列之九