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全球人工智慧 (AI) 编排市场 2023-2030Global Artificial Intelligence (AI) Orchestration Market 2023-2030 |
全球人工智慧(AI)编排市场预计在预测期内(2023-2030年)将以32.9%的CAGR成长。该市场的成长归因于全球消费者需求的成长。客户期望个人化的互动和及时、准确的回应。人工智慧编排使企业能够满足这些需求。例如,2023 年 9 月,OvationCXM 推出了下一代 CXMEngine 平台,即生成式人工智慧 (AI),该平台完全集成,为企业提供突破性功能,透过特殊资料和见解来个性化消费者体验并提高营运效率。 CXM 平台,涉及与合作伙伴生态系统的连接、对话式人工智慧、知识交付和旅程编排。儘管 OvationCXM 在其知识和对话式 AI 解决方案中使用了 AI 模型。
全球人工智慧(AI)编排市场按组件、部署模式、应用程式、组织规模和行业垂直进行细分。根据组件,市场分为解决方案和服务。根据部署模式,市场分为本地部署和云端部署。根据应用程序,市场可细分为客户服务编排、基础设施编排、製造编排、工作流程编排等。根据组织规模,市场分为大型企业和中小企业。此外,根据垂直产业,市场细分为 IT 和电信、製造、医疗保健、BFSI、消费品和零售、政府和国防、能源和公用事业等。云子类别预计将占据部署模式细分市场的很大一部分市场份额。这归因于基于云端的人工智慧编排的采用增加,因为其成本更低且管理更简单。
从组织规模来看,大型企业细分市场预计将在全球人工智慧(AI)编排市场中占据相当大的份额。该细分市场的成长归因于人工智慧采用的不断增长。随着人工智慧和机器学习在众多行业的广泛采用,产生了对人工智慧编排工具来管理和扩展人工智慧计画的需求。例如,2023 年 6 月,Wallaroo.AI 推出了对其生产 ML 平台的 ML Workload Orchestration 功能的早期存取。基于客户资料,这项独特的功能使 AI 团队能够将其 ML 工作流程扩展 5-10 倍,同时节省每週 40% 的时间。它还促进了整个生产过程中组合资料和机器学习推理工作流程的自动化、调度和执行。
全球人工智慧(AI)编排市场根据地理位置进一步细分,包括北美(美国和加拿大)、欧洲(英国、义大利、西班牙、德国、法国和欧洲其他地区)、亚太地区(印度) 、中国、日本、韩国和亚洲其他地区)以及世界其他地区(中东和非洲以及拉丁美洲)。其中,由于6G研发资金筹集、鼓励积体电路和AI(人工智慧)等关键领域的创新以及推动企业发展,预计亚太地区将在全球市场中占据显着份额采用云端服务。
在所有地区中,北美地区预计在预测期内将以相当大的CAGR成长。区域成长归因于整个地区对工业 5.0 的预期不断上升。作为工业 5.0 概念的一部分,人工智慧和 6G 技术的结合对于增强人机协作至关重要。根据美国国立卫生研究院预测,到2023年8月,6G预计将用于医疗、生产、教育、交通、商业和基础设施等各个领域的自动化。该技术旨在透过协作认知计算实现人与机器之间的交互,从而支援工业 5.0 概念。人工智慧预计将成为 6G 自动化的主要领域,它将支援分散式联邦学习。 6G 技术也被视为透过消除生产中人为影响来降低人为错误机率的一种方法。此外,它将用于从每个模组收集可靠的回应,以实现所需的目标。随着网路技术的快速发展,6G将为商业场景和社会活动带来互联智能,驱动商业转型。
服务于人工智慧 (AI) 编排市场的主要公司包括: Appian Corporation Inc.、BMC Software, Inc.、CA Technologies、Cisco Systems, Inc.、Cloud Software Group, Inc. 等。市场参与者透过各种策略(包括併购、合作、合作、融资和新产品发布),为市场成长做出了巨大贡献,以保持市场竞争力。例如,2023 年 6 月,Databricks 签署了收购 MosaicML 的最终协议,使企业能够利用个人资料开发、管理和保护生成式 AI 模型,Databricks 和 MosaicML 打算为所有类型的企业提供生成式 AI。包括保留福利在内的总交易价值接近 13 亿美元。
Title: Global Artificial Intelligence (AI) orchestration Market Size, Share & Trends Analysis Report by Component (Solution, and Services), by Absorber Type (Lithium Bromide and Ammonia), by Power Source (Direct Fired, Indirect Fired, and Water Driven), and by Application (Chemicals, Food & Beverages, Power, Paper & Pulp, power & energy and Others),Forecast Period (2023-2030).
The global artificial intelligence (AI) orchestration market is anticipated to grow at a CAGR of 32.9 % during the Forecast Period (2023-2030). The market's growth is attributed to increasing consumer demands across the globe. Customers anticipate individualized interactions and prompt, accurate responses. AI orchestration enables enterprises to satisfy these demands. For instance, in September 2023, OvationCXM, launched the next generation of its CXMEngine platform, generative artificial intelligence (AI) that is fully integrated to give businesses ground-breaking capabilities to personalize consumer experiences through special data and insights and improved operational efficiencies. CXM platform, that involves connectivity to the partner ecosystem, conversational AI, knowledge delivery, and journey orchestration. Although OvationCXM has utilized AI models in its knowledge and conversational AI solutions.
The global artificial intelligence (AI) orchestration market is segmented on the component, deployment mode, application, organization size, and industry vertical. Based on the component, the market is sub-segmented into solution, and services. Based on the deployment mode, the market is sub-segmented into on-premise, and cloud. Based on the application, the market is sub-segmented into customer service orchestration, infrastructure orchestration, manufacturing orchestration, workflow orchestration, and others. Based on the organization size, the market is sub-segmented into large enterprises, and small and medium-sized enterprises. Furthermore, on the basis of industry vertical, the market is sub-segmented into IT and telecommunications, manufacturing, healthcare, BFSI, consumer goods and retail, government and defense, energy and utilities, and others. The cloud subcategory is expected to capture a significant portion of the market share within the deployment mode segment. This is attributed to the increase in the adoption of cloud-based AI orchestration owing to its lower cost and simpler management.
Among the organization size, the large enterprises sub-segment is expected to hold a considerable share of the global artificial intelligence (AI) orchestration market. The segmental growth is attributed to the growing AI adoption. A need for AI orchestration tools to manage and expand AI initiatives has been produced by the wider adoption of AI and ML in numerous industries. For instance, in June 2023, Wallaroo.AI, launched early access to its production ML platform's ML Workload Orchestration functionalities. Based on customer data, the unique capability enables AI teams to extend their ML workflows by 5-10x while additionally saving up 40% of their weekly time. It additionally facilitates automation, scheduling, and execution of combined data and ML inferencing workflows across the production process.
The global artificial intelligence (AI) orchestration market is further segmented based on geography including North America (the US, and Canada), Europe (UK, Italy, Spain, Germany, France, and the Rest of Europe), Asia-Pacific (India, China, Japan, South Korea, and Rest of Asia), and the Rest of the World (the Middle East & Africa, and Latin America). Among these, Asia-Pacific is anticipated to hold a prominent share of the market across the globe, owing to the raising funds for 6G research and development, encouraging innovation in key areas such as integrated circuits and AI (artificial intelligence), and driving companies to adopt cloud services.
Among all regions, the North America regions is anticipated to grow at a considerable CAGR over the forecast period. Regional growth is attributed to the rising anticipation of Industry 5.0 across the region. The incorporation of AI and 6G technology promises to be essential in increasing human-machine collaboration as part of the Industry 5.0 concept. According to the National Institute of Health, in August 2023, 6G is expected to be utilized to automate various domains such as health, production, education, transport, business, and infrastructure. This technology is sought to support the Industry 5.0 concept by enabling the interaction between humans and machines with collaborative cognitive computing. AI is expected to be the major area for 6G automation, which will support distributed federated learning. 6G technology is also seen as a way to reduce the probability of human error by eliminating human influence from production. Additionally, it will be used to collect reliable responses from each module to fulfill the required objective. With the rapid development of network technologies, 6G will bring connected intelligence to business scenarios and societal activities, and drive business transformation.
The major companies serving the artificial intelligence (AI) orchestration market include: Appian Corporation Inc, BMC Software, Inc., CA Technologies, Cisco Systems, Inc., Cloud Software Group, Inc., and others. The market players are considerably contributing to the market growth by the adoption of various strategies including mergers and acquisitions, partnerships, collaborations, funding, and new product launches, to stay competitive in the market. For instance, in June 2023, Databricks, entered into a definitive agreement to acquire MosaicML, by enabling businesses to develop, manage, and secure generative AI models utilizing personal data, Databricks and MosaicML intend to render generative AI available to all types of businesses. The total transaction value, including retention benefits, is almost $1.3 billion.