시장보고서
상품코드
1309672

은행/금융서비스/보험BFSI) 분야 증강 분석 시장 규모, 점유율, 산업 동향 분석 보고서 : 컴포넌트별, 용도별, 조직 규모별, 배포 모드별, 지역별 전망 및 예측(2023-2030년)

Global Augmented Analytics in BFSI Market Size, Share & Industry Trends Analysis Report By Component, By Application, By Organization size, By Deployment Mode, By Regional Outlook and Forecast, 2023 - 2030

발행일: | 리서치사: KBV Research | 페이지 정보: 영문 263 Pages | 배송안내 : 즉시배송


※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

은행/금융서비스/보험BFSI) 분야 증강 분석(Augmented Analytics in BFSI) 시장 규모는 2030년까지 81억 달러에 달할 것으로 예측되며, 예측 기간 중 CAGR은 23.6%의 성장률로 상승할 전망입니다.

KBV 카디널 매트릭스에 제시된 분석에 따르면 Microsoft Corporation은 이 시장의 최고 주자입니다. SAP SE, IBM Corporation, Oracle Corporation 등 기업은 시장의 주요 혁신가입니다. 2023년 5월, SAP SE는 Google이 제공하는 클라우드 플랫폼인 Google Cloud와 파트너십을 체결하여 Google Cloud 데이터 및 애널리틱스 기술을 SAP 포트폴리오에 통합했습니다. 이 파트너십을 통해 SAP는 데이터 상황을 간소화하고 고급 분석을 수행하며 중요한 비즈니스 관련 데이터에 신속하게 액세스할 수 있는 포트폴리오를 고객에게 제공함으로써 고객에게 더 나은 방식으로 서비스를 제공합니다. 할 수 있습니다.

시장 성장 요인

BFSI 섹터에서 데이터 양 증가

은행 데이터는 현명한 비즈니스 의사 결정을 내리는 데 매우 유용하지만, 수작업으로 관리하고 분석하는 데는 매우 시간이 걸립니다. 데이터 분석 프로세스를 자동화하고 비즈니스 사용자에게 유익한 통찰력을 제공하기 위해 이 시나리오의 확장 분석은 최첨단 기술을 사용합니다. 결과적으로 증강 분석 솔루션은 기업이 자유롭게 사용할 수 있는 대량의 데이터에서 얻은 통찰력을 바탕으로 보다 빠르고 정확한 판단을 내릴 수 있도록 합니다. 데이터 주도의 의사결정을 통해 BFSI 기업에 우위를 가져오기 때문에 이 분야의 데이터량이 계속 증가함에 따라 증강 분석의 이용이 가속될 것으로 예상됩니다. 그러므로 데이터로부터 통찰력을 얻는 것에 대한 은행의 관심이 높아지면서 확장 분석 도구의 채택을 뒷받침하고 시장 성장을 가속하고 있습니다.

비즈니스 효율성과 비용 절감을 위한 증강 분석 사용 증가

증강 분석는 BFSI 산업에서 업무 효율성을 높이고 비용을 절감할 수도 있습니다. 따라서 금융기관은 확장 분석 기능을 활용하여 데이터 분석을 위한 업무를 자동화하고 간소화할 수 있습니다. 이 자동화는 노동 집약적이고 실수가 많은 수작업으로 데이터를 처리할 필요가 없습니다. 복잡한 데이터세트도 증강 분석를 통해 정확하고 신속하게 조사할 수 있으므로 금융기관은 중요한 통찰력을 얻고 보다 신속하게 의사 결정을 내릴 수 있습니다. 결과적으로 BFSI 부서는 비즈니스 효율성과 비용 절감과 관련하여 확장 분석에서 큰 이점을 누릴 수 있습니다.

시장 성장 억제 요인

기술 도입 및 활용 전문가 부족

조직은 이러한 기술을 충분히 활용하기 위해 이해하고 잘 활용할 수 있는 유능한 인력이 필요합니다. 데이터 및 애널리틱스 기술을 활용하여 통찰력을 높이고 비즈니스 성과를 높이는 전문가의 능력도 BFSI 부문에서 수요가 높아지고 있습니다. 유능한 인력이 부족하기 때문에 보험 부문에서는 첨단 애널리틱스의 활용이 다른 산업에 비해 지연되고 있습니다. BFSI 부문의 진화하는 성질상, 전문가에게는 기술적인 전문지식과 산업 특유의 지식을 겸비하는 것이 요구됩니다. 따라서 이 분야의 자격이 부족하면 확장 분석의 보급이 방해될 수 있습니다.

구성 요소 전망

구성 요소에 따라 시장은 솔루션과 서비스로 분류됩니다. 2022년 시장에서는 솔루션 부문이 가장 높은 수익 점유율을 획득했습니다. 이 부문의 성장은 금융 솔루션을 개발할 때 계획이 무엇보다 우선하기 때문에 BFSI 기업이 솔루션에 대한 수요가 증가하고 있기 때문입니다. 수많은 은행들이 일상 업무와 은행 업무 절차를 개선하기 위해 많은 투자를 하고 있습니다. 게다가 큰 디지털 변혁 가운데 은행은 IoT가 고객의 욕구에 구체적으로 부합하는 상품을 생산하는 데 도움이 될 수 있도록 최선을 다하고 있습니다.

배포 모드 전망

배포 모드에 따라 시장은 온프레미스와 클라우드로 분류됩니다. 클라우드 부문은 2022년 시장에서 큰 수익 점유율을 기록했습니다. 이 부문의 확장은 클라우드 기반 애널리틱스 플랫폼이 확장성, 유연성 및 비용 효율성이 우수하다는 장점이 있기 때문입니다. 즉, BFSI 기업은 엄청난 인프라 투자 없이 고급 분석의 힘을 활용할 수 있습니다. 또한 클라우드 솔루션은 실시간 데이터 액세스 및 협업을 제공하므로 수많은 부서와 지사에 걸쳐 부드러운 통합이 가능해 시장 성장을 가속합니다.

조직 규모의 전망

조직 규모별로 볼 때 시장은 대기업과 중소기업으로 나뉩니다. 대기업 부문은 2022년 시장에서 가장 큰 수익 점유율을 보였습니다. 대기업의 활동은 다양하기 때문에 매우 효과적인 확장 분석이 필요합니다. 게다가 선도적인 은행들이 최첨단 IoT 기술을 도입하기 위해 지출을 늘리고 있다는 것은 이 부문의 성장을 가속화할 것으로 보입니다. 대기업은 활동의 복잡성과 규제 증가에도 불구하고 금융 업무를 신속하게 관리할 수 있도록 확장 분석을 활용하고 있습니다.

용도 전망

시장은 용도별로 위험 및 컴플라이언스 관리, 고객 분석, 부정 검출, 포트폴리오 관리 등으로 구분됩니다. 고객 분석 부문은 2022년 시장에서 가장 높은 수익 점유율을 획득했습니다. 증강 분석는 과거 고객 데이터를 분석하고 잠재적인 해지 패턴을 파악할 수 있습니다. ML 알고리즘을 활용하면 어떤 고객이 경쟁업체로 갈아타거나 BFSI 조직과의 관계를 중단할 가능성이 높은지 예측할 수 있습니다. 또한 과거 행동, 거래 내역 및 참여 패턴을 고려하여 개별 고객의 고객 평생 가치(CLV) 분석 추정을 지원할 수 있습니다.

지역별 전망

지역별로 볼 때 시장은 북미, 유럽, 아시아 태평양, LAMEA로 분석됩니다. 북미 부문은 2022년 시장에서 가장 큰 수익 점유율을 기록했습니다. 이 지역은 금융산업이 고도로 발전하고 있으며, 혁신을 촉진하는 규제환경도 정비되어 있기 때문에 북미는 BFSI 시장에 확장 분석의 도입으로 최첨단을 달리고 있습니다. 실리콘밸리와 뉴욕과 같은 주요 금융센터는 증강 분석의 혁신에 상당한 자금을 투자하고 있으며, 이 지역 시장 확대에 박차를 가하고 있습니다.

목차

제1장 시장 범위와 조사 방법

  • 시장의 정의
  • 목적
  • 시장 범위
  • 세분화
  • 조사 방법

제2장 시장 개요

  • 소개
    • 개요
      • 시장 구성 및 시나리오
  • 시장에 영향을 미치는 주요 요인
    • 시장 성장 촉진 요인
    • 시장 성장 억제 요인

제3장 경쟁 분석-전 세계

  • KBV 카디널 매트릭스
  • 최근 산업 전체의 전략적 전개
    • 파트너십, 협업 및 계약
    • 제품 출시 및 제품 확대
    • 인수와 합병
  • 시장 점유율 분석(2021년)
  • 주요 성공 전략
    • 주요 전략
    • 주요 전략적 움직임

제4장 세계의 은행/금융서비스/보험BFSI) 분야 증강 분석 시장 : 컴포넌트별

  • 세계의 솔루션 시장 : 지역별
  • 세계의 서비스 시장 : 지역별

제5장 세계의 은행/금융서비스/보험BFSI) 분야 증강 분석 시장 : 용도별

  • 세계의 고객 분석 시장 : 지역별
  • 세계의 부정 검출 시장 : 지역별
  • 세계의 위험 및 컴플라이언스 관리 시장 : 지역별
  • 세계의 포트폴리오 관리 시장 : 지역별
  • 세계의 기타 용도 시장 : 지역별

제6장 세계 은행/금융서비스/보험BFSI) 분야 증강 분석 시장 : 조직 규모별

  • 세계의 대기업 시장 : 지역별
  • 세계의 중소기업 시장 : 지역별

제7장 세계의 은행/금융서비스/보험BFSI) 분야 증강 분석 시장 : 배포 모드별

  • 세계의 온프레미스 시장 : 지역별
  • 세계의 클라우드 시장 : 지역별

제8장 세계 은행/금융서비스/보험BFSI) 분야 증강 분석 시장 : 지역별

  • 북미
    • 북미 시장 : 국가별
      • 미국
      • 캐나다
      • 멕시코
      • 기타 북미
  • 유럽
    • 유럽 시장 : 국가별
      • 독일
      • 영국
      • 프랑스
      • 러시아
      • 스페인
      • 이탈리아
      • 기타 유럽
  • 아시아 태평양
    • 아시아 태평양 시장 : 국가별
      • 중국
      • 일본
      • 인도
      • 한국
      • 싱가포르
      • 말레이시아
      • 기타 아시아 태평양
  • 남미·중동·아프리카
    • 남미·중동·아프리카 시장 : 국가별
      • 브라질
      • 아르헨티나
      • 아랍에미리트(UAE)
      • 사우디아라비아
      • 남아프리카
      • 나이지리아
      • 기타 남미·중동·아프리카

제9장 기업 개요

  • ThoughtSpot, Inc
  • SAS Institute, Inc
  • Salesforce, Inc
  • QlikTech International AB
  • Tibco Software, Inc(Vista Equity Partners)
  • IBM Corporation
  • Oracle Corporation
  • SAP SE
  • Microsoft Corporation
  • Alteryx, Inc
LYJ 23.08.22

The Global Augmented Analytics in BFSI Market size is expected to reach $8.1 billion by 2030, rising at a market growth of 23.6% CAGR during the forecast period.

Asia Pacific is the promising region for the growth of Augmented Analytics in BFSI due to the region's growing digitization and broad technology use, which offer financial institutions tremendous opportunities to deploy augmented analytics instruments by providing a vast source of data. Therefore, Asia Pacific is anticipated to generate approximately 2/5th share of the market by 2030. Additionally, the capacity to handle this data through sophisticated analytics techniques offers a way for individualized consumer experiences, improved risk management, as well as simplified processes, which will enhance the regional market throughout the forecast period.

The major strategies followed by the market participants are Partnerships as the key developmental strategy in order to keep pace with the changing demands of end users. For instance, In July, 2021, IBM Corporation partnered with SAP SE to facilitate the IBM cloud adoption in the financial services industry by integrating IBM cloud with SAP's portfolio of finance and data management solutions. The partnership aids IBM to serve its customers in a better way by helping them in increasing operational efficiencies through the use of the cloud. Additionally, In September, 2020, QlikTech International AB partnered with Tangent Works to integrate Tangent Works' InstantML modelling solution with QlikTech's portfolio. The partnership aids QlikTech in serving customers in a better way by providing them with AI-powered decision-making solutions.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation is the forerunner in the Market. Companies such as SAP SE, IBM Corporation, Oracle Corporation are some of the key innovators in the Market. In May, 2023, SAP SE signed a partnership with Google Cloud, a cloud platform offered by Google, to integrate Google Cloud's Data and Analytics Technology with SAP's portfolio. The partnership enables SAP to serve its customers in a better way by providing them with a portfolio that would simplify the data landscapes, perform advanced analysis and provide quick access to important business-related data.

Market Growth Factors

Increasing data volumes in the BFSI sector

Banking data can be quite helpful in making wise business decisions, but managing and analyzing it manually can be very time-consuming. To automate the data analysis process and give business users useful insights, augmented analytics in this scenario uses cutting-edge technology. As a result, augmented analytics solutions empower companies to make quicker and more accurate judgments based on insights derived from the massive volumes of data at their disposal. In order to give BFSI firms an advantage through data-driven decision-making, the use of augmented analytics is anticipated to pick up speed as data volumes in this sector continue to rise. Hence, the growing interest of banks in deriving insights from data is propelling the adoption of augmented analytic tools, which in turn is driving the market's growth.

Rising use of augmented analytics for operational effectiveness and cost reduction

Augmented analytics can also increase operational effectiveness and lower costs in the BFSI industry. Financial organizations can therefore automate and streamline their operations for data analysis by utilizing augmented analytics capabilities. This automation does away with the necessity for labor-intensive and frequently mistake-prone manual data processing. Because complicated data sets can be correctly and swiftly examined with augmented analytics, financial institutions can get important insights and make decisions more quickly. As a result, the BFSI sector benefits greatly from augmented analytics regarding operational effectiveness and cost savings.

Market Restraining Factors

Significant dearth of professional to implement and use technology

Organizations require qualified personnel who can comprehend and use these technologies successfully to fully use them. A professional's ability to use data and analytics technologies to gain insights and enhance business outcomes is also becoming increasingly in demand in the BFSI sector. Because of a shortage of qualified workers, the use of sophisticated analytics has lagged behind other industries in the insurance sector. The evolving nature of the BFSI sector requires professionals to possess a combination of technical expertise and industry-specific knowledge. Hence, the widespread use of augmented analytics may be hampered by a lack of qualified people in this field.

Component Outlook

Based on component, the market is characterized into solution and services. The solution segment garnered the highest revenue share in the market in 2022. The growth of the segment is owed to the increasing demand for solutions by the BFSI firms since planning comes before everything else when developing financial solutions. Numerous banks are making significant investments to improve day-to-day activities and banking procedures. Additionally, in the midst of significant digital upheaval, banks are maximizing how the IoT could help produce goods that specifically match customer desires.

Deployment Mode Outlook

On the basis of deployment mode, the market is classified into on-premise and cloud. The cloud segment recorded a significant revenue share in the market in 2022. The expansion of the segment is because cloud-based analytics platforms have the advantages of being scalable, flexible, and cost-effective. This means that BFSI businesses can use the power of advanced analytics without making a lot of infrastructure investments. Additionally, the cloud solution offers real-time data access and collaboration, permitting smooth integration across numerous departments and branches and boosting market growth.

Organization Size Outlook

By organization size, the market is divided into large enterprises and small & medium-sized enterprises (SMEs). The large enterprises segment witnessed the maximum revenue share in the market in 2022. Because of their considerable activities, highly effective augmented analytics are required. Additionally, the increased spending by major banks on the implementation of cutting-edge IoT technologies would accelerate the segment's growth. Large organizations are increasingly turning to augmented analytics to ensure that they can manage their financial operations quickly despite the complexity of those activities and the growing number of regulations.

Application Outlook

Based on application, the market is segmented into risk & compliance management, customer analytics, fraud detection, portfolio management, and others. The customer analytics segment procured the highest revenue share in the market in 2022. Augmented analytics can analyze historical customer data and identify potential churn patterns. By leveraging ML algorithms, it can predict which customers will most likely switch to a competitor or discontinue their relationship with the BFSI organization. They can also aid in estimating the customer lifetime value (CLV) analysis for individual customers by considering their past behavior, transaction history, and engagement patterns.

Regional Outlook

Region wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America segment recorded the largest revenue share in the market in 2022. Since the region has a highly developed financial industry and a supportive regulatory environment that fosters innovation, the North America region has been at the forefront of implementing augmented analytics in the BFSI market. A substantial amount of money has been invested in augmented analytics innovations in key financial centers like Silicon Valley and New York, which is fueling the expansion of the regional market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include SAS Institute, Inc., IBM Corporation, Salesforce, Inc., SAP SE, Microsoft Corporation, QlikTech International AB, Alteryx, Inc., Tibco Software, Inc. (Vista Equity Partners), ThoughtSpot, Inc. and Oracle Corporation.

Recent Strategies deployed in Augmented Analytics in BFSI Market

Partnerships, Collaborations, and Agreements:

May-2023: SAP SE signed a partnership with Google Cloud, a cloud platform offered by Google, to integrate Google Cloud's Data and Analytics Technology with SAP's portfolio. The partnership enables SAP to serve its customers in a better way by providing them with a portfolio that would simplify the data landscapes, perform advanced analysis, and provide quick access to important business-related data.

Jul-2021: IBM Corporation partnered with SAP SE, a German software company, to facilitate the IBM cloud adoption in the financial services industry by integrating IBM cloud with SAP's portfolio of finance and data management solutions. The partnership aids IBM to serve its customers in a better way by helping them in increasing operational efficiencies through the use of the cloud.

May-2021: SAP extended its partnership with Team Liquid, a leading worldwide professional esports organization. By using the power of SAP HANA, predictive & machine learning functionalities, and the SAP Business Technology Platform, Team Liquid would more rapidly and efficiently evaluate opponents' approaches.

Jan-2021: SAP SE extended its partnership with Microsoft, an American multinational technology company. This partnership aimed to combine Microsoft Teams with SAP's intelligent portfolio of solutions and boost the adoption of SAP S/4HANA on Microsoft Azure. In addition, the companies also focus on simplifying and streamlining users' journeys to the cloud.

Jan-2021: SAS extended its 40-year partnership with the US Food and Drug Administration (FDA). Under this expansion, SAS aimed to expand its capabilities in natural language processing, AI, and ML capabilities via the SAS Viya platform with the support of the FDA's mission as an important public health agency. This partnership would help FDA to advance CDER's initiative to modernize drug regulatory programs, better meet the centre's mission, offer analytically driven drug manufacturing facility surveillance via other core initiatives.

Product Launches and Product Expansions:

Mar-2023: Salesforce, Inc. unveiled Einstein GPT. The Einstein GPT is an AI-powered CRM technology used for delivering AI-created content at a hyper-scale across different interactions. The Einstein GPT features Salesforce's unique AI models and compatibility with Salesforce Data Cloud.

Feb-2023: Alteryx, Inc. announced new features for the Alteryx Analytics Cloud Platform. The new features include the Alteryx Designer Cloud interface, Reporting functionality, and Alteryx Metrics Store.

Nov-2022: IBM Corporation announced the launch of IBM Business Analytics Enterprise. The Business Analytics Enterprise is a collection of business intelligence services used for planning, forecasting, and reporting for a business. The Business Analytics Enterprise features IBM Analytics Content Hub that provides analytics and planning dashboards, it features algorithms used for advising role-based content for assistance in decision making.

Acquisition and Mergers:

Feb-2022: Alteryx, Inc. took over Trifacta, a software company headquartered in the United States. The acquisition makes Alteryx a special provider of a comprehensive offering of end-to-end automated analytics solutions.

Jan-2021: Tibco Software, Inc. announced the acquisition of Information Builders, Inc., a data analytics solutions provider. The acquisition enhances TIBCO's offerings by adding Information Builders' data analytics and management capabilities to TIBCO's Connected Intelligence platform.

Jan-2021: SAS acquired Boemska, a privately held technology company. This acquisition aimed to improve SAS Viya, a cloud-native, advanced analytics platform, with enriching capabilities that accelerate SAS' objective of supporting the whole analytics life cycle and facilitating customer transformation to the cloud.

Scope of the Study

Market Segments covered in the Report:

By Component

  • Solution
  • Services

By Application

  • Customer Analytics
  • Fraud Detection
  • Risk & Compliance Management
  • Portfolio Management
  • Others

By Organization size

  • Large Enterprises
  • SMEs

By Deployment Mode

  • On-premise
  • Cloud

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • SAS Institute, Inc.
  • IBM Corporation
  • Salesforce, Inc.
  • SAP SE
  • Microsoft Corporation
  • QlikTech International AB
  • Alteryx, Inc.
  • Tibco Software, Inc. (Vista Equity Partners)
  • ThoughtSpot, Inc.
  • Oracle Corporation

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Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Augmented Analytics in BFSI Market, by Component
    • 1.4.2 Global Augmented Analytics in BFSI Market, by Application
    • 1.4.3 Global Augmented Analytics in BFSI Market, by Organization size
    • 1.4.4 Global Augmented Analytics in BFSI Market, by Deployment Mode
    • 1.4.5 Global Augmented Analytics in BFSI Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market Overview

  • 2.1 Introduction
    • 2.1.1 Overview
      • 2.1.1.1 Market Composition and Scenario
  • 2.2 Key Factors Impacting the Market
    • 2.2.1 Market Drivers
    • 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

  • 3.1 KBV Cardinal Matrix
  • 3.2 Recent Industry Wide Strategic Developments
    • 3.2.1 Partnerships, Collaborations and Agreements
    • 3.2.2 Product Launches and Product Expansions
    • 3.2.3 Acquisition and Mergers
  • 3.3 Market Share Analysis, 2021
  • 3.4 Top Winning Strategies
    • 3.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
    • 3.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2020, Mar - 2023, May) Leading Players

Chapter 4. Global Augmented Analytics in BFSI Market by Component

  • 4.1 Global Solution Market by Region
  • 4.2 Global Services Market by Region

Chapter 5. Global Augmented Analytics in BFSI Market by Application

  • 5.1 Global Customer Analytics Market by Region
  • 5.2 Global Fraud Detection Market by Region
  • 5.3 Global Risk & Compliance Management Market by Region
  • 5.4 Global Portfolio Management Market by Region
  • 5.5 Global Other Application Market by Region

Chapter 6. Global Augmented Analytics in BFSI Market by Organization size

  • 6.1 Global Large Enterprises Market by Region
  • 6.2 Global SMEs Market by Region

Chapter 7. Global Augmented Analytics in BFSI Market by Deployment Mode

  • 7.1 Global On-premise Market by Region
  • 7.2 Global Cloud Market by Region

Chapter 8. Global Augmented Analytics in BFSI Market by Region

  • 8.1 North America Augmented Analytics in BFSI Market
    • 8.1.1 North America Augmented Analytics in BFSI Market by Component
      • 8.1.1.1 North America Solution Market by Country
      • 8.1.1.2 North America Services Market by Country
    • 8.1.2 North America Augmented Analytics in BFSI Market by Application
      • 8.1.2.1 North America Customer Analytics Market by Country
      • 8.1.2.2 North America Fraud Detection Market by Country
      • 8.1.2.3 North America Risk & Compliance Management Market by Country
      • 8.1.2.4 North America Portfolio Management Market by Country
      • 8.1.2.5 North America Other Application Market by Country
    • 8.1.3 North America Augmented Analytics in BFSI Market by Organization size
      • 8.1.3.1 North America Large Enterprises Market by Country
      • 8.1.3.2 North America SMEs Market by Country
    • 8.1.4 North America Augmented Analytics in BFSI Market by Deployment Mode
      • 8.1.4.1 North America On-premise Market by Country
      • 8.1.4.2 North America Cloud Market by Country
    • 8.1.5 North America Augmented Analytics in BFSI Market by Country
      • 8.1.5.1 US Augmented Analytics in BFSI Market
        • 8.1.5.1.1 US Augmented Analytics in BFSI Market by Component
        • 8.1.5.1.2 US Augmented Analytics in BFSI Market by Application
        • 8.1.5.1.3 US Augmented Analytics in BFSI Market by Organization size
        • 8.1.5.1.4 US Augmented Analytics in BFSI Market by Deployment Mode
      • 8.1.5.2 Canada Augmented Analytics in BFSI Market
        • 8.1.5.2.1 Canada Augmented Analytics in BFSI Market by Component
        • 8.1.5.2.2 Canada Augmented Analytics in BFSI Market by Application
        • 8.1.5.2.3 Canada Augmented Analytics in BFSI Market by Organization size
        • 8.1.5.2.4 Canada Augmented Analytics in BFSI Market by Deployment Mode
      • 8.1.5.3 Mexico Augmented Analytics in BFSI Market
        • 8.1.5.3.1 Mexico Augmented Analytics in BFSI Market by Component
        • 8.1.5.3.2 Mexico Augmented Analytics in BFSI Market by Application
        • 8.1.5.3.3 Mexico Augmented Analytics in BFSI Market by Organization size
        • 8.1.5.3.4 Mexico Augmented Analytics in BFSI Market by Deployment Mode
      • 8.1.5.4 Rest of North America Augmented Analytics in BFSI Market
        • 8.1.5.4.1 Rest of North America Augmented Analytics in BFSI Market by Component
        • 8.1.5.4.2 Rest of North America Augmented Analytics in BFSI Market by Application
        • 8.1.5.4.3 Rest of North America Augmented Analytics in BFSI Market by Organization size
        • 8.1.5.4.4 Rest of North America Augmented Analytics in BFSI Market by Deployment Mode
  • 8.2 Europe Augmented Analytics in BFSI Market
    • 8.2.1 Europe Augmented Analytics in BFSI Market by Component
      • 8.2.1.1 Europe Solution Market by Country
      • 8.2.1.2 Europe Services Market by Country
    • 8.2.2 Europe Augmented Analytics in BFSI Market by Application
      • 8.2.2.1 Europe Customer Analytics Market by Country
      • 8.2.2.2 Europe Fraud Detection Market by Country
      • 8.2.2.3 Europe Risk & Compliance Management Market by Country
      • 8.2.2.4 Europe Portfolio Management Market by Country
      • 8.2.2.5 Europe Other Application Market by Country
    • 8.2.3 Europe Augmented Analytics in BFSI Market by Organization size
      • 8.2.3.1 Europe Large Enterprises Market by Country
      • 8.2.3.2 Europe SMEs Market by Country
    • 8.2.4 Europe Augmented Analytics in BFSI Market by Deployment Mode
      • 8.2.4.1 Europe On-premise Market by Country
      • 8.2.4.2 Europe Cloud Market by Country
    • 8.2.5 Europe Augmented Analytics in BFSI Market by Country
      • 8.2.5.1 Germany Augmented Analytics in BFSI Market
        • 8.2.5.1.1 Germany Augmented Analytics in BFSI Market by Component
        • 8.2.5.1.2 Germany Augmented Analytics in BFSI Market by Application
        • 8.2.5.1.3 Germany Augmented Analytics in BFSI Market by Organization size
        • 8.2.5.1.4 Germany Augmented Analytics in BFSI Market by Deployment Mode
      • 8.2.5.2 UK Augmented Analytics in BFSI Market
        • 8.2.5.2.1 UK Augmented Analytics in BFSI Market by Component
        • 8.2.5.2.2 UK Augmented Analytics in BFSI Market by Application
        • 8.2.5.2.3 UK Augmented Analytics in BFSI Market by Organization size
        • 8.2.5.2.4 UK Augmented Analytics in BFSI Market by Deployment Mode
      • 8.2.5.3 France Augmented Analytics in BFSI Market
        • 8.2.5.3.1 France Augmented Analytics in BFSI Market by Component
        • 8.2.5.3.2 France Augmented Analytics in BFSI Market by Application
        • 8.2.5.3.3 France Augmented Analytics in BFSI Market by Organization size
        • 8.2.5.3.4 France Augmented Analytics in BFSI Market by Deployment Mode
      • 8.2.5.4 Russia Augmented Analytics in BFSI Market
        • 8.2.5.4.1 Russia Augmented Analytics in BFSI Market by Component
        • 8.2.5.4.2 Russia Augmented Analytics in BFSI Market by Application
        • 8.2.5.4.3 Russia Augmented Analytics in BFSI Market by Organization size
        • 8.2.5.4.4 Russia Augmented Analytics in BFSI Market by Deployment Mode
      • 8.2.5.5 Spain Augmented Analytics in BFSI Market
        • 8.2.5.5.1 Spain Augmented Analytics in BFSI Market by Component
        • 8.2.5.5.2 Spain Augmented Analytics in BFSI Market by Application
        • 8.2.5.5.3 Spain Augmented Analytics in BFSI Market by Organization size
        • 8.2.5.5.4 Spain Augmented Analytics in BFSI Market by Deployment Mode
      • 8.2.5.6 Italy Augmented Analytics in BFSI Market
        • 8.2.5.6.1 Italy Augmented Analytics in BFSI Market by Component
        • 8.2.5.6.2 Italy Augmented Analytics in BFSI Market by Application
        • 8.2.5.6.3 Italy Augmented Analytics in BFSI Market by Organization size
        • 8.2.5.6.4 Italy Augmented Analytics in BFSI Market by Deployment Mode
      • 8.2.5.7 Rest of Europe Augmented Analytics in BFSI Market
        • 8.2.5.7.1 Rest of Europe Augmented Analytics in BFSI Market by Component
        • 8.2.5.7.2 Rest of Europe Augmented Analytics in BFSI Market by Application
        • 8.2.5.7.3 Rest of Europe Augmented Analytics in BFSI Market by Organization size
        • 8.2.5.7.4 Rest of Europe Augmented Analytics in BFSI Market by Deployment Mode
  • 8.3 Asia Pacific Augmented Analytics in BFSI Market
    • 8.3.1 Asia Pacific Augmented Analytics in BFSI Market by Component
      • 8.3.1.1 Asia Pacific Solution Market by Country
      • 8.3.1.2 Asia Pacific Services Market by Country
    • 8.3.2 Asia Pacific Augmented Analytics in BFSI Market by Application
      • 8.3.2.1 Asia Pacific Customer Analytics Market by Country
      • 8.3.2.2 Asia Pacific Fraud Detection Market by Country
      • 8.3.2.3 Asia Pacific Risk & Compliance Management Market by Country
      • 8.3.2.4 Asia Pacific Portfolio Management Market by Country
      • 8.3.2.5 Asia Pacific Other Application Market by Country
    • 8.3.3 Asia Pacific Augmented Analytics in BFSI Market by Organization size
      • 8.3.3.1 Asia Pacific Large Enterprises Market by Country
      • 8.3.3.2 Asia Pacific SMEs Market by Country
    • 8.3.4 Asia Pacific Augmented Analytics in BFSI Market by Deployment Mode
      • 8.3.4.1 Asia Pacific On-premise Market by Country
      • 8.3.4.2 Asia Pacific Cloud Market by Country
    • 8.3.5 Asia Pacific Augmented Analytics in BFSI Market by Country
      • 8.3.5.1 China Augmented Analytics in BFSI Market
        • 8.3.5.1.1 China Augmented Analytics in BFSI Market by Component
        • 8.3.5.1.2 China Augmented Analytics in BFSI Market by Application
        • 8.3.5.1.3 China Augmented Analytics in BFSI Market by Organization size
        • 8.3.5.1.4 China Augmented Analytics in BFSI Market by Deployment Mode
      • 8.3.5.2 Japan Augmented Analytics in BFSI Market
        • 8.3.5.2.1 Japan Augmented Analytics in BFSI Market by Component
        • 8.3.5.2.2 Japan Augmented Analytics in BFSI Market by Application
        • 8.3.5.2.3 Japan Augmented Analytics in BFSI Market by Organization size
        • 8.3.5.2.4 Japan Augmented Analytics in BFSI Market by Deployment Mode
      • 8.3.5.3 India Augmented Analytics in BFSI Market
        • 8.3.5.3.1 India Augmented Analytics in BFSI Market by Component
        • 8.3.5.3.2 India Augmented Analytics in BFSI Market by Application
        • 8.3.5.3.3 India Augmented Analytics in BFSI Market by Organization size
        • 8.3.5.3.4 India Augmented Analytics in BFSI Market by Deployment Mode
      • 8.3.5.4 South Korea Augmented Analytics in BFSI Market
        • 8.3.5.4.1 South Korea Augmented Analytics in BFSI Market by Component
        • 8.3.5.4.2 South Korea Augmented Analytics in BFSI Market by Application
        • 8.3.5.4.3 South Korea Augmented Analytics in BFSI Market by Organization size
        • 8.3.5.4.4 South Korea Augmented Analytics in BFSI Market by Deployment Mode
      • 8.3.5.5 Singapore Augmented Analytics in BFSI Market
        • 8.3.5.5.1 Singapore Augmented Analytics in BFSI Market by Component
        • 8.3.5.5.2 Singapore Augmented Analytics in BFSI Market by Application
        • 8.3.5.5.3 Singapore Augmented Analytics in BFSI Market by Organization size
        • 8.3.5.5.4 Singapore Augmented Analytics in BFSI Market by Deployment Mode
      • 8.3.5.6 Malaysia Augmented Analytics in BFSI Market
        • 8.3.5.6.1 Malaysia Augmented Analytics in BFSI Market by Component
        • 8.3.5.6.2 Malaysia Augmented Analytics in BFSI Market by Application
        • 8.3.5.6.3 Malaysia Augmented Analytics in BFSI Market by Organization size
        • 8.3.5.6.4 Malaysia Augmented Analytics in BFSI Market by Deployment Mode
      • 8.3.5.7 Rest of Asia Pacific Augmented Analytics in BFSI Market
        • 8.3.5.7.1 Rest of Asia Pacific Augmented Analytics in BFSI Market by Component
        • 8.3.5.7.2 Rest of Asia Pacific Augmented Analytics in BFSI Market by Application
        • 8.3.5.7.3 Rest of Asia Pacific Augmented Analytics in BFSI Market by Organization size
        • 8.3.5.7.4 Rest of Asia Pacific Augmented Analytics in BFSI Market by Deployment Mode
  • 8.4 LAMEA Augmented Analytics in BFSI Market
    • 8.4.1 LAMEA Augmented Analytics in BFSI Market by Component
      • 8.4.1.1 LAMEA Solution Market by Country
      • 8.4.1.2 LAMEA Services Market by Country
    • 8.4.2 LAMEA Augmented Analytics in BFSI Market by Application
      • 8.4.2.1 LAMEA Customer Analytics Market by Country
      • 8.4.2.2 LAMEA Fraud Detection Market by Country
      • 8.4.2.3 LAMEA Risk & Compliance Management Market by Country
      • 8.4.2.4 LAMEA Portfolio Management Market by Country
      • 8.4.2.5 LAMEA Other Application Market by Country
    • 8.4.3 LAMEA Augmented Analytics in BFSI Market by Organization size
      • 8.4.3.1 LAMEA Large Enterprises Market by Country
      • 8.4.3.2 LAMEA SMEs Market by Country
    • 8.4.4 LAMEA Augmented Analytics in BFSI Market by Deployment Mode
      • 8.4.4.1 LAMEA On-premise Market by Country
      • 8.4.4.2 LAMEA Cloud Market by Country
    • 8.4.5 LAMEA Augmented Analytics in BFSI Market by Country
      • 8.4.5.1 Brazil Augmented Analytics in BFSI Market
        • 8.4.5.1.1 Brazil Augmented Analytics in BFSI Market by Component
        • 8.4.5.1.2 Brazil Augmented Analytics in BFSI Market by Application
        • 8.4.5.1.3 Brazil Augmented Analytics in BFSI Market by Organization size
        • 8.4.5.1.4 Brazil Augmented Analytics in BFSI Market by Deployment Mode
      • 8.4.5.2 Argentina Augmented Analytics in BFSI Market
        • 8.4.5.2.1 Argentina Augmented Analytics in BFSI Market by Component
        • 8.4.5.2.2 Argentina Augmented Analytics in BFSI Market by Application
        • 8.4.5.2.3 Argentina Augmented Analytics in BFSI Market by Organization size
        • 8.4.5.2.4 Argentina Augmented Analytics in BFSI Market by Deployment Mode
      • 8.4.5.3 UAE Augmented Analytics in BFSI Market
        • 8.4.5.3.1 UAE Augmented Analytics in BFSI Market by Component
        • 8.4.5.3.2 UAE Augmented Analytics in BFSI Market by Application
        • 8.4.5.3.3 UAE Augmented Analytics in BFSI Market by Organization size
        • 8.4.5.3.4 UAE Augmented Analytics in BFSI Market by Deployment Mode
      • 8.4.5.4 Saudi Arabia Augmented Analytics in BFSI Market
        • 8.4.5.4.1 Saudi Arabia Augmented Analytics in BFSI Market by Component
        • 8.4.5.4.2 Saudi Arabia Augmented Analytics in BFSI Market by Application
        • 8.4.5.4.3 Saudi Arabia Augmented Analytics in BFSI Market by Organization size
        • 8.4.5.4.4 Saudi Arabia Augmented Analytics in BFSI Market by Deployment Mode
      • 8.4.5.5 South Africa Augmented Analytics in BFSI Market
        • 8.4.5.5.1 South Africa Augmented Analytics in BFSI Market by Component
        • 8.4.5.5.2 South Africa Augmented Analytics in BFSI Market by Application
        • 8.4.5.5.3 South Africa Augmented Analytics in BFSI Market by Organization size
        • 8.4.5.5.4 South Africa Augmented Analytics in BFSI Market by Deployment Mode
      • 8.4.5.6 Nigeria Augmented Analytics in BFSI Market
        • 8.4.5.6.1 Nigeria Augmented Analytics in BFSI Market by Component
        • 8.4.5.6.2 Nigeria Augmented Analytics in BFSI Market by Application
        • 8.4.5.6.3 Nigeria Augmented Analytics in BFSI Market by Organization size
        • 8.4.5.6.4 Nigeria Augmented Analytics in BFSI Market by Deployment Mode
      • 8.4.5.7 Rest of LAMEA Augmented Analytics in BFSI Market
        • 8.4.5.7.1 Rest of LAMEA Augmented Analytics in BFSI Market by Component
        • 8.4.5.7.2 Rest of LAMEA Augmented Analytics in BFSI Market by Application
        • 8.4.5.7.3 Rest of LAMEA Augmented Analytics in BFSI Market by Organization size
        • 8.4.5.7.4 Rest of LAMEA Augmented Analytics in BFSI Market by Deployment Mode

Chapter 9. Company Profiles

  • 9.1 ThoughtSpot, Inc.
    • 9.1.1 Company Overview
    • 9.1.2 Recent strategies and developments:
      • 9.1.2.1 Partnerships, Collaborations, and Agreements:
  • 9.2 SAS Institute, Inc.
    • 9.2.1 Company Overview
    • 9.2.2 Recent strategies and developments:
      • 9.2.2.1 Partnerships, Collaborations, and Agreements:
      • 9.2.2.2 Acquisition and Mergers:
  • 9.3 Salesforce, Inc.
    • 9.3.1 Company Overview
    • 9.3.2 Financial Analysis
    • 9.3.3 Regional Analysis
    • 9.3.4 Research & Development Expense
    • 9.3.5 Recent strategies and developments:
      • 9.3.5.1 Product Launches and Product Expansions:
    • 9.3.6 SWOT Analysis
  • 9.4 QlikTech International AB
    • 9.4.1 Company Overview
    • 9.4.2 Recent strategies and developments:
      • 9.4.2.1 Partnerships, Collaborations, and Agreements:
  • 9.5 Tibco Software, Inc. (Vista Equity Partners)
    • 9.5.1 Company Overview
    • 9.5.2 Recent strategies and developments:
      • 9.5.2.1 Acquisition and Mergers:
  • 9.6 IBM Corporation
    • 9.6.1 Company Overview
    • 9.6.3 Regional & Segmental Analysis
    • 9.6.4 Research & Development Expenses
    • 9.6.5 Recent strategies and developments:
      • 9.6.5.1 Partnerships, Collaborations, and Agreements:
      • 9.6.5.2 Product Launches and Product Expansions:
    • 9.6.6 SWOT Analysis
  • 9.7 Oracle Corporation
    • 9.7.1 Company Overview
    • 9.7.2 Financial Analysis
    • 9.7.3 Segmental and Regional Analysis
    • 9.7.4 Research & Development Expense
    • 9.7.5 SWOT Analysis
  • 9.8 SAP SE
    • 9.8.1 Company Overview
    • 9.8.2 Financial Analysis
    • 9.8.3 Segmental and Regional Analysis
    • 9.8.4 Research & Development Expense
    • 9.8.5 Recent strategies and developments:
      • 9.8.5.1 Partnerships, Collaborations, and Agreements:
    • 9.8.6 SWOT Analysis
  • 9.9 Microsoft Corporation
    • 9.9.1 Company Overview
    • 9.9.2 Financial Analysis
    • 9.9.3 Segmental and Regional Analysis
    • 9.9.4 Research & Development Expenses
    • 9.9.5 Recent strategies and developments:
      • 9.9.5.1 Product Launches and Product Expansions:
      • 9.9.5.2 Acquisition and Mergers:
    • 9.9.6 SWOT Analysis
  • 9.10. Alteryx, Inc.
    • 9.10.1 Company Overview
    • 9.10.2 Financial Analysis
    • 9.10.3 Regional Analysis
    • 9.10.4 Research & Development Expense
    • 9.10.5 Recent strategies and developments:
      • 9.10.5.1 Product Launches and Product Expansions:
      • 9.10.5.2 Acquisition and Mergers:
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