市場調查報告書
商品編碼
1380410
全球人工智慧 (AI) 編排市場 2023-2030Global Artificial Intelligence (AI) Orchestration Market 2023-2030 |
全球人工智慧(AI)編排市場預計在預測期內(2023-2030年)將以32.9%的CAGR成長。該市場的成長歸因於全球消費者需求的成長。客戶期望個人化的互動和及時、準確的回應。人工智慧編排使企業能夠滿足這些需求。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),該平台完全整合,為企業提供突破性功能,透過特殊資料和見解來個性化消費者體驗並提高營運效率。 CXM 平台,涉及與合作夥伴生態系統的連接、對話式人工智慧、知識交付和旅程編排。儘管 OvationCXM 在其知識和對話式 AI 解決方案中使用了 AI 模型。
全球人工智慧(AI)編排市場按組件、部署模式、應用程式、組織規模和行業垂直進行細分。根據組件,市場分為解決方案和服務。根據部署模式,市場分為本地部署和雲端部署。根據應用程式,市場可細分為客戶服務編排、基礎設施編排、製造編排、工作流程編排等。根據組織規模,市場分為大型企業和中小企業。此外,根據垂直產業,市場細分為 IT 和電信、製造、醫療保健、BFSI、消費品和零售、政府和國防、能源和公用事業等。雲子類別預計將佔據部署模式細分市場的很大一部分市場佔有率。這歸因於基於雲端的人工智慧編排的採用增加,因為其成本更低且管理更簡單。
從組織規模來看,大型企業細分市場預計將在全球人工智慧(AI)編排市場中佔據相當大的佔有率。該細分市場的成長歸因於人工智慧採用的不斷成長。隨著人工智慧和機器學習在眾多行業的廣泛採用,產生了對人工智慧編排工具來管理和擴展人工智慧計畫的需求。例如,2023 年 6 月,Wallaroo.AI 推出了對其生產 ML 平台的 ML Workload Orchestration 功能的早期存取。基於客戶資料,這項獨特的功能使 AI 團隊能夠將其 ML 工作流程擴展 5-10 倍,同時節省每週 40% 的時間。它還促進了整個生產過程中組合資料和機器學習推理工作流程的自動化、調度和執行。
全球人工智慧(AI)編排市場根據地理位置進一步細分,包括北美(美國和加拿大)、歐洲(英國、義大利、西班牙、德國、法國和歐洲其他地區)、亞太地區(印度) 、中國、日本、韓國和亞洲其他地區)以及世界其他地區(中東和非洲以及拉丁美洲)。其中,由於6G研發資金籌集、鼓勵積體電路和AI(人工智慧)等關鍵領域的創新以及推動企業發展,預計亞太地區將在全球市場中佔據顯著佔有率採用雲端服務。
在所有地區中,北美地區預計在預測期內將以相當大的CAGR成長。區域成長歸因於整個地區對工業 5.0 的預期不斷上升。作為工業 5.0 概念的一部分,人工智慧和 6G 技術的結合對於增強人機協作至關重要。根據美國國立衛生研究院預測,到2023年8月,6G預計將用於醫療、生產、教育、交通、商業和基礎設施等各個領域的自動化。該技術旨在透過協作認知計算實現人與機器之間的交互,從而支援工業 5.0 概念。人工智慧預計將成為 6G 自動化的主要領域,它將支援分散式聯邦學習。 6G 技術也被視為透過消除生產中人為影響來降低人為錯誤機率的一種方法。此外,它將用於從每個模組收集可靠的回應,以實現所需的目標。隨著網路技術的快速發展,6G將為商業場景和社會活動帶來互聯智慧,驅動商業轉型。
服務於人工智慧 (AI) 編排市場的主要公司包括: Appian Corporation Inc.、BMC Software, Inc.、CA Technologies、Cisco Systems, Inc.、Cloud Software Group, Inc. 等。市場參與者透過各種策略(包括併購、合作、合作、融資和新產品發布),為市場成長做出了巨大貢獻,以保持市場競爭力。例如,2023 年 6 月,Databricks 簽署了收購 MosaicML 的最終協議,使企業能夠利用個人資料開發、管理和保護生成式 AI 模型,Databricks 和 MosaicML 打算為所有類型的企業提供生成式 AI。包括保留福利在內的總交易價值接近 13 億美元。
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.