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市場調查報告書
商品編碼
2026942
洞察系統市場預測至2034年:按組件、部署模式、應用、最終用戶和地區分類的全球分析System of Insight Market Forecasts to 2034 - Global Analysis By Component (Services and Solutions), Deployment Mode, Application, End User and By Geographyc |
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根據 Stratistics MRC 的數據,全球洞察系統 (SOI) 市場預計將在 2026 年達到 55 億美元,並在預測期內以 24.2% 的複合年成長率成長,到 2034 年達到 309 億美元。
「洞察系統」是指一種結合傳統「記錄系統」和「互動系統」資料來源的技術,其目的是利用、收集和分析數據,從而支援和改善客戶體驗。洞察系統將先進的分析技術應用於產生消費者互動數據的商業環境中,利用行為洞察實現即時個人化。
據希捷科技公司稱,全球產生的數據量預計將從 2015 年的 12Zetta位元組增加到 2020 年的 47Zetta位元組,再到 2025 年的 163Zetta位元組。
數據量和複雜度增加
隨著資料量的成長,對能夠快速處理和分析大型多樣化資料集的可擴展洞察系統的需求日益迫切。這種管理不斷成長的資料量的需求正在推動可擴展架構、雲端服務和分散式運算模型的發展。資料管理系統也隨著資料來源複雜性的增加而不斷演進,這些資料來源包括來自社交媒體、物聯網設備和感測器等多個管道的結構化和非結構化資料。為了有效率地管理這種多樣化的資料環境,SOI(社會洞察)供應商不斷創新,以改善資料整合、資料品管和資料管治解決方案。
實施和利用範圍有限
如果企業難以實施或充分利用SOI解決方案,許多限制因素可能會阻礙整體市場成長。低採用率可能導致人們認為某些技術缺乏效用或必要性,這可能會阻礙市場成長。 SOI解決方案利用不足會導致資源配置效率低落。企業在購買和維護SOI系統方面投入巨資,但實施不力會導致投資回報不足和資金浪費。
分析和人工智慧技術的進步
借助人工智慧 (AI) 和先進的分析技術,洞察系統 (SOI) 平台能夠更快地處理、分析大規模複雜資訊並從中提取洞察。這使得透過利用自然語言處理 (NLP)、預測分析、異常檢測和深度學習等功能,可以進行更深入、更具洞察力的數據分析。因此,隨著分析和人工智慧技術的快速發展,SOI 解決方案需要不斷創新。為了保持市場競爭力,供應商需要更新其系統以反映最新趨勢。
熟練人員短缺
人工智慧、資料分析和智慧組織資訊(SOI)技術方面合格人才的短缺,會增加企業成功實施SOI系統的難度。經驗不足也會使企業難以有效率地採用和利用這些技術。如果沒有合格的員工,即使購買了SOI系統,企業也可能難以最大限度地發揮其投資效益。這種效率低下會導致資源浪費和技術利用不足,進而影響投資報酬率,並可能阻礙市場成長。
新冠疫情的影響
疫情使得企業數位轉型變得更加迫切。企業必須迅速應對不斷變化的客戶偏好、供應鏈中斷以及遠端辦公的轉變。因此,利用社會組織資訊(SOI)解決方案來快速有效地做出數據驅動型決策變得比以往任何時候都更加重要。此外,疫情導致的業務重點轉變也改變了SOI的應用場景。電子商務、物流和醫療保健等行業對SOI解決方案的需求激增,用於管理醫療數據、最佳化供應鏈以及應對網路購物的激增。
在預測期內,客戶分析細分市場預計將成為最大的細分市場。
客戶分析領域預計將迎來顯著成長,因為它能夠根據客戶的行為、偏好、購買習慣和其他相關特徵對客戶進行細分,從而識別出不同的消費群組和使用者畫像。透過識別顯示顧客不滿的行為模式,利用客戶分析的SOI平台可以預測客戶流失的可能性。這使得企業能夠採取積極主動的客戶維繫措施,從而主動留住關鍵客戶並推動市場成長。
預計在預測期內,零售和電子商務領域的複合年成長率將最高。
預計在預測期內,零售和電子商務領域將呈現最高的複合年成長率。這主要得益於電子商務市場的擴張和消費品需求的成長,推動了零售額的顯著成長。巨量資料解決方案的應用正在加速該領域的數據生成。此外,行業內日益激烈的競爭迫使企業確保其整個供應鏈的高效運作。從各種市場和消費者觸點獲取的大量即時結構化和非結構化資料可以透過預測分析和處方分析加以利用,從而為最佳化促銷活動提供有價值的提案。
根據印度微型和小型企業部近期發布的數據,印度擁有5,000萬家中小微型企業(MSME),是全球微企業微型企業數量最多的國家之一。預計亞太地區在預測期內將佔據最大的市場佔有率。該地區出口大量商品和服務,銀行、金融和保險(BFSI)產業也在蓬勃發展。因此,隨著這些行業的成長,串流媒體分析產業也可能隨之發展。全球最大的上市產物保險丘博(Chubb)已在亞太地區設立了小規模商業部門,專門滿足中小企業的風險管理需求,這正在推動該地區的市場成長。
由於北美地區擁有蓬勃發展的技術環境,包括雲端運算、分析、人工智慧和資料管理等領域的顯著進步,預計該地區在預測期內將呈現最高的複合年成長率。這些進步為建構和使用複雜的SOI系統提供了支援。諸如CCPA和GDPR等嚴格的資料隱私法規,使得資料安全和合規性成為北美企業的首要任務。該地區的SOI提供者優先考慮採取強力的安全措施,以確保資料保護和合規性,從而建立與企業的信任。
According to Stratistics MRC, the Global System of Insight Market is accounted for $5.5 billion in 2026 and is expected to reach $30.9 billion by 2034 growing at a CAGR of 24.2% during the forecast period. The term "systems of insight" describes technology that uses a combination of traditional "systems of record" and "systems of engagement" data sources for data consumption, collecting, and analysis in order to support and enhance the customer experience. Systems of insight apply sophisticated analytics to operational settings at the point where they create consumer interaction data for instantaneous deployment of personalization by utilizing behaviour-driven insights.
According to Seagate Technology PLC, the volume of data created worldwide is expected to increase to 47 zettabytes and 163 zettabytes in 2020 and 2025, respectively, from 12 zettabytes in 2015.
Rising data volumes and complexity
Scalable systems of insight systems that can quickly handle and analyze big, varied datasets are necessary in light of the increasing amounts of data being generated. In order to manage the increasing volume of data, this requirement drives the creation of scalable architectures, cloud-based services, and distributed computing models. Data management systems are evolving as a result of the complexity of data sources, including unstructured and structured data, from several channels like social media, IoT devices, sensors, etc. In order to efficiently manage this varied data landscape, SOI providers innovate to offer improved data integration, data quality management, and data governance solutions.
Limited implementation and utilization
The total expansion of the market may be slowed down when businesses encounter difficulties implementing or underutilize SOI solutions as a result of many limitations. Low adoption rates might influence the idea that certain technologies are less useful or essential, which would hinder the market's growth. Ineffective resource allocation might arise from underusing SOI solutions. Businesses may spend a lot of money on purchasing and maintaining SOI systems, but because of poor implementation, they may not get the most out of their investments, wasting money.
Advancements in analytics and AI technologies
System of Insight platforms can process, analyze, and extract insights from large and complex information more quickly thanks to artificial intelligence (AI) and sophisticated analytics. This enables deeper and more insightful data analysis using features including natural language processing (NLP), predictive analytics, anomaly detection, and deep learning. Thus, continuous innovation in SOI solutions is required due to the rapid expansion of analytics and AI technology. To remain competitive in the market, providers need to update their systems to reflect the most recent developments.
Lack of skilled talent
The lack of qualified personnel with expertise in AI, data analytics, and SOI technologies may make it more difficult for enterprises to successfully deploy SOI systems. Lack of experience may make it difficult for businesses to implement and use these technologies efficiently. Without competent staff, organizations may purchase SOI systems but find it difficult to get the most out of their investments. This inefficiency can affect the return on investment by wasting resources and underutilizing technologies hampering the growth of the market.
Covid-19 Impact
The epidemic made digital transformation across businesses more urgent. Businesses have to quickly adjust to shifting customer preferences, supply chain interruptions, and remote employment. As a result, there is now more emphasis on using SOI solutions to quickly and effectively make data-driven choices. Furthermore, business priorities changed as a result of the epidemic, which changed the use cases for SOI. In order to manage healthcare data, improve supply chains, and handle the boom in online shopping, industries including e-commerce, logistics, and healthcare saw an increase in demand for SOI solutions.
The customer analytics segment is expected to be the largest during the forecast period
The customer analytics segment is estimated to have a lucrative growth, because in order to discover separate consumer groups or personas, this study assists in segmenting customers based on behaviour, preferences, buying habits, and other pertinent characteristics. By spotting behavioural patterns that point to discontent, SOI platforms using customer analytics may forecast possible churn or client attrition. This makes proactive retention methods possible, enabling companies to take preemptive action to hold onto key clients boosting the growth of the market.
The retail & ecommerce segment is expected to have the highest CAGR during the forecast period
The retail & ecommerce segment is anticipated to witness the highest CAGR growth during the forecast period, because of the sales in the retail industry are growing significantly as a result of the expanding e-commerce market and the growing demand for consumer products. The use of big data solutions has resulted in the generation of data inside the sector. Moreover, heightened industry rivalry has compelled participants to guarantee effective operation throughout the supply process. Large volumes of real-time structured and unstructured data from various marketplaces and consumer touchpoints may be tapped into by predictive and prescriptive analytics, which can then turn it into useful suggestions for managing the best trade promotions.
Asia Pacific is projected to hold the largest market share during the forecast period as the Indian Ministry of Micro, Small, and Medium Enterprises recently released data showing that the country has 50 million MSMEs, ranking it among the largest MSMEs globally. The area exports a significant amount of goods and services. In the area, the BFSI industry is also expanding. Thus, as these industries develop so will the streaming analytics industry. The largest publicly listed property and casualty insurance company in the world, Chubb, has opened a small commercial section in Asia Pacific specifically to serve small and medium-sized businesses' (SMEs') risk management requirements which drives the growth of the market in this region.
North America is projected to have the highest CAGR over the forecast period, owing to the technology environment in North America is strong, with notable developments in cloud computing, analytics, artificial intelligence, and data management. These developments support the creation and use of complex SOI systems. Data security and compliance are top priorities for firms in North America due to strict data privacy rules such as the CCPA and GDPR. Strong security measures are emphasized by SOI providers in this area to guarantee data protection and regulatory compliance, increasing company confidence.
Key players in the market
Some of the key players profiled in the System of Insight Market include Oracle, TIBCO Software, Plutora, Signals Analytics, Correleta, Radicalbit, IBM, Striim, NGDATA, GoodData, SAP, SAS Institute, Splunk Inc., INETCO Systems Limited, Panorama Software, Capgemini, Accenture, Genpact, KPMG International Cooperative and Wipro Limited
In August 2023, Oracle announced Oracle Compute Cloud@Customer, a rack-scale cloud infrastructure that enables organizations to use Oracle Cloud Infrastructure (OCI) compute services anywhere.
In July 2023, Oracle announced the general availability of MySQL HeatWave Lakehouse, delivering an industry first by enabling customers to query data in object storage as fast as querying data inside the database.
In June 2023, Cloud Software Group announced a strategic partnership with Midis Group through its subsidiary MiCloudSW Ltd., in its journey to better serve its channel and customers in most of Eastern Europe, the Middle East, and Africa.