고급 분석 시장 : 세계 산업 규모, 점유율, 동향, 기회, 예측 - 유형별, 도입 형태별, 최종사용자별, 지역별, 경쟁별(2020-2030년)
Advanced Analytics Market - Global Industry Size, Share, Trends, Opportunity, and Forecast Segmented By Type, By Deployment, By End-User, By Region, and By Competition, 2020-2030F
상품코드:1881631
리서치사:TechSci Research
발행일:2025년 11월
페이지 정보:영문 186 Pages
라이선스 & 가격 (부가세 별도)
ㅁ Add-on 가능: 고객의 요청에 따라 일정한 범위 내에서 Customization이 가능합니다. 자세한 사항은 문의해 주시기 바랍니다.
한글목차
세계의 고급 분석 시장은 2024년에 411억 달러로 평가되었으며, 2030년까지 CAGR 18.67%로 성장하여 1,147억 9,000만 달러에 달할 것으로 예측됩니다.
고급 분석은 인공지능이나 머신러닝을 활용하는 경우가 많은 첨단 기술이나 도구를 적용하여 기존의 비즈니스 인텔리전스를 넘어선 데이터 분석을 수행하는 것을 말합니다. 이를 통해 예측 모델링, 처방적 인사이트, 자동화된 의사결정을 가능하게 합니다.
시장 개요
예측 기간
2026-2030년
시장 규모 : 2024년
411억 달러
시장 규모 : 2030년
1,147억 9,000만 달러
CAGR : 2025-2030년
18.67%
가장 빠르게 성장하는 부문
BFSI
최대 시장
북미
주요 시장 촉진요인
빅데이터의 보급은 전 세계 고급 분석 시장의 근본적인 촉진요인입니다. 조직은 트랜잭션 시스템, IoT 기기, 디지털 플랫폼 등 수많은 소스에서 발생하는 데이터의 양, 속도, 다양성의 증가에 직면하고 있습니다.
주요 시장 과제
데이터 거버넌스, 프라이버시, 보안에 대한 지속적인 우려는 세계 고급 분석 시장의 성장에 있어 중요한 과제입니다. 조직은 광범위하고 복잡한 데이터세트를 면밀히 관리하는 동시에 엄격한 규제 요건을 준수하고 윤리적인 데이터 운영을 견지해야 합니다.
주요 시장 동향
설명 가능한 AI(XAI)의 도입 확대는 세계 고급 분석 시장의 중요한 트렌드이며, AI 기반 의사결정의 투명성과 신뢰성을 강조하고 있습니다. AI 모델이 복잡해짐에 따라 그 결론을 이해하는 것은 컴플라이언스, 리스크 감소, 사용자 수용을 위해 매우 중요합니다.
목차
제1장 개요
제2장 조사 방법
제3장 주요 요약
제4장 고객의 소리
제5장 세계의 고급 분석 시장 전망
시장 규모 및 예측
금액별
시장 점유율과 예측
종류별(빅데이터 분석, 비즈니스 분석, 고객 분석, 기타)
도입 형태별(온프레미스, 클라우드)
최종사용자별(은행·금융·보험, 정부, IT·통신, 의료, 기타)
지역별
기업별(2024)
시장 맵
제6장 북미의 고급 분석 시장 전망
시장 규모 및 예측
시장 점유율과 예측
북미 : 국가별 분석
미국
캐나다
멕시코
제7장 유럽의 고급 분석 시장 전망
시장 규모 및 예측
시장 점유율과 예측
유럽 : 국가별 분석
독일
프랑스
영국
이탈리아
스페인
제8장 아시아태평양의 고급 분석 시장 전망
시장 규모 및 예측
시장 점유율과 예측
아시아태평양 : 국가별 분석
중국
인도
일본
한국
호주
제9장 중동 및 아프리카의 고급 분석 시장 전망
시장 규모 및 예측
시장 점유율과 예측
중동 및 아프리카 : 국가별 분석
사우디아라비아
아랍에미리트
남아프리카공화국
제10장 남미의 고급 분석 시장 전망
시장 규모 및 예측
시장 점유율과 예측
남미 : 국가별 분석
브라질
콜롬비아
아르헨티나
제11장 시장 역학
성장 촉진요인
과제
제12장 시장 동향과 발전
인수합병
제품 출시
최근 동향
제13장 세계의 고급 분석 시장 : SWOT 분석
제14장 Porter's Five Forces 분석
업계내 경쟁
신규 참여의 가능성
공급업체의 능력
고객의 능력
대체품의 위협
제15장 경쟁 구도
Altair Engineering, Inc.
Fair Isaac Corporation(FICO)
IBM Corporation
Microsoft Corporation
Oracle Corporation
SAP SE
SAS Institute Inc.
Knime AG
Trianz Group
제16장 전략적 제안
제17장 조사 회사 소개 및 면책사항
KSM
영문 목차
영문목차
The Global Advanced Analytics Market, valued at USD 41.10 Billion in 2024, is projected to experience a CAGR of 18.67% to reach USD 114.79 Billion by 2030. Advanced analytics refers to the application of sophisticated techniques and tools, often leveraging artificial intelligence and machine learning, to examine data beyond traditional business intelligence, thereby enabling predictive modeling, prescriptive insights, and automated decision-making.
Market Overview
Forecast Period
2026-2030
Market Size 2024
USD 41.10 Billion
Market Size 2030
USD 114.79 Billion
CAGR 2025-2030
18.67%
Fastest Growing Segment
BFSI
Largest Market
North America
Key Market Drivers
The proliferation of big data represents a foundational driver for the global advanced analytics market. Organizations are facing an escalating volume, velocity, and variety of data originating from numerous sources, including transactional systems, IoT devices, and digital platforms. This immense data inflow overwhelms traditional analytical methods, creating a clear imperative for more capable processing and insight extraction. According to Rivery, in May 2025, "Big data statistics: How much data is there in the world? ", the global volume of data created, captured, copied, and consumed reached 149 zettabytes in 2024, highlighting the vastness of data available for sophisticated analysis. This continuous expansion directly underpins the increasing demand for advanced analytics solutions that can transform raw data into strategic assets.
Key Market Challenges
The persistent concern surrounding data governance, privacy, and security represents a significant challenge to the growth of the Global Advanced Analytics Market. Organizations must meticulously manage expansive and intricate datasets, while simultaneously navigating strict regulatory mandates and upholding ethical data practices. This necessity for robust compliance frameworks often introduces considerable operational complexities and demands substantial resource allocation, thereby reallocating investments that could otherwise propel innovation and expansion within advanced analytics.
Key Market Trends
The increased adoption of Explainable AI (XAI) is a pivotal trend in the global advanced analytics market, underscoring transparency and trustworthiness in AI-driven decisions. As AI models grow complex, understanding their conclusions is crucial for compliance, risk mitigation, and user acceptance. This enables organizations to debug systems and build stakeholder confidence. According to Mastercard's 2025 Consumer Cybersecurity Survey, 64% of respondents stated that explainable AI features increase trust. Microsoft's Responsible AI Transparency Report outlined how automated dashboards monitoring AI model lifecycles contributed to a 4% reduction in incident detection and investigation time, facilitating greater adoption of AI-powered analytics by addressing algorithmic opacity.
Key Market Players
Altair Engineering, Inc.
Fair Isaac Corporation (FICO)
IBM Corporation
Microsoft Corporation
Oracle Corporation
SAP SE
SAS Institute Inc.
Knime AG
Trianz Group
Report Scope:
In this report, the Global Advanced Analytics Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:
Advanced Analytics Market, By Type:
Big Data Analytics
Business Analytics
Customer Analytics
Others
Advanced Analytics Market, By Deployment:
On-premise
Cloud
Advanced Analytics Market, By End-User:
BFSI
Government
IT & Telecom
Healthcare
Others
Advanced Analytics Market, By Region:
North America
United States
Canada
Mexico
Europe
France
United Kingdom
Italy
Germany
Spain
Asia Pacific
China
India
Japan
Australia
South Korea
South America
Brazil
Argentina
Colombia
Middle East & Africa
South Africa
Saudi Arabia
UAE
Competitive Landscape
Company Profiles: Detailed analysis of the major companies presents in the Global Advanced Analytics Market.
Available Customizations:
Global Advanced Analytics Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:
Company Information
Detailed analysis and profiling of additional market players (up to five).
Table of Contents
1. Product Overview
1.1. Market Definition
1.2. Scope of the Market
1.2.1. Markets Covered
1.2.2. Years Considered for Study
1.2.3. Key Market Segmentations
2. Research Methodology
2.1. Objective of the Study
2.2. Baseline Methodology
2.3. Key Industry Partners
2.4. Major Association and Secondary Sources
2.5. Forecasting Methodology
2.6. Data Triangulation & Validation
2.7. Assumptions and Limitations
3. Executive Summary
3.1. Overview of the Market
3.2. Overview of Key Market Segmentations
3.3. Overview of Key Market Players
3.4. Overview of Key Regions/Countries
3.5. Overview of Market Drivers, Challenges, Trends
4. Voice of Customer
5. Global Advanced Analytics Market Outlook
5.1. Market Size & Forecast
5.1.1. By Value
5.2. Market Share & Forecast
5.2.1. By Type (Big Data Analytics, Business Analytics, Customer Analytics, Others)
5.2.2. By Deployment (On-premise, Cloud)
5.2.3. By End-User (BFSI, Government, IT & Telecom, Healthcare, Others)
5.2.4. By Region
5.2.5. By Company (2024)
5.3. Market Map
6. North America Advanced Analytics Market Outlook
6.1. Market Size & Forecast
6.1.1. By Value
6.2. Market Share & Forecast
6.2.1. By Type
6.2.2. By Deployment
6.2.3. By End-User
6.2.4. By Country
6.3. North America: Country Analysis
6.3.1. United States Advanced Analytics Market Outlook
6.3.1.1. Market Size & Forecast
6.3.1.1.1. By Value
6.3.1.2. Market Share & Forecast
6.3.1.2.1. By Type
6.3.1.2.2. By Deployment
6.3.1.2.3. By End-User
6.3.2. Canada Advanced Analytics Market Outlook
6.3.2.1. Market Size & Forecast
6.3.2.1.1. By Value
6.3.2.2. Market Share & Forecast
6.3.2.2.1. By Type
6.3.2.2.2. By Deployment
6.3.2.2.3. By End-User
6.3.3. Mexico Advanced Analytics Market Outlook
6.3.3.1. Market Size & Forecast
6.3.3.1.1. By Value
6.3.3.2. Market Share & Forecast
6.3.3.2.1. By Type
6.3.3.2.2. By Deployment
6.3.3.2.3. By End-User
7. Europe Advanced Analytics Market Outlook
7.1. Market Size & Forecast
7.1.1. By Value
7.2. Market Share & Forecast
7.2.1. By Type
7.2.2. By Deployment
7.2.3. By End-User
7.2.4. By Country
7.3. Europe: Country Analysis
7.3.1. Germany Advanced Analytics Market Outlook
7.3.1.1. Market Size & Forecast
7.3.1.1.1. By Value
7.3.1.2. Market Share & Forecast
7.3.1.2.1. By Type
7.3.1.2.2. By Deployment
7.3.1.2.3. By End-User
7.3.2. France Advanced Analytics Market Outlook
7.3.2.1. Market Size & Forecast
7.3.2.1.1. By Value
7.3.2.2. Market Share & Forecast
7.3.2.2.1. By Type
7.3.2.2.2. By Deployment
7.3.2.2.3. By End-User
7.3.3. United Kingdom Advanced Analytics Market Outlook
7.3.3.1. Market Size & Forecast
7.3.3.1.1. By Value
7.3.3.2. Market Share & Forecast
7.3.3.2.1. By Type
7.3.3.2.2. By Deployment
7.3.3.2.3. By End-User
7.3.4. Italy Advanced Analytics Market Outlook
7.3.4.1. Market Size & Forecast
7.3.4.1.1. By Value
7.3.4.2. Market Share & Forecast
7.3.4.2.1. By Type
7.3.4.2.2. By Deployment
7.3.4.2.3. By End-User
7.3.5. Spain Advanced Analytics Market Outlook
7.3.5.1. Market Size & Forecast
7.3.5.1.1. By Value
7.3.5.2. Market Share & Forecast
7.3.5.2.1. By Type
7.3.5.2.2. By Deployment
7.3.5.2.3. By End-User
8. Asia Pacific Advanced Analytics Market Outlook
8.1. Market Size & Forecast
8.1.1. By Value
8.2. Market Share & Forecast
8.2.1. By Type
8.2.2. By Deployment
8.2.3. By End-User
8.2.4. By Country
8.3. Asia Pacific: Country Analysis
8.3.1. China Advanced Analytics Market Outlook
8.3.1.1. Market Size & Forecast
8.3.1.1.1. By Value
8.3.1.2. Market Share & Forecast
8.3.1.2.1. By Type
8.3.1.2.2. By Deployment
8.3.1.2.3. By End-User
8.3.2. India Advanced Analytics Market Outlook
8.3.2.1. Market Size & Forecast
8.3.2.1.1. By Value
8.3.2.2. Market Share & Forecast
8.3.2.2.1. By Type
8.3.2.2.2. By Deployment
8.3.2.2.3. By End-User
8.3.3. Japan Advanced Analytics Market Outlook
8.3.3.1. Market Size & Forecast
8.3.3.1.1. By Value
8.3.3.2. Market Share & Forecast
8.3.3.2.1. By Type
8.3.3.2.2. By Deployment
8.3.3.2.3. By End-User
8.3.4. South Korea Advanced Analytics Market Outlook
8.3.4.1. Market Size & Forecast
8.3.4.1.1. By Value
8.3.4.2. Market Share & Forecast
8.3.4.2.1. By Type
8.3.4.2.2. By Deployment
8.3.4.2.3. By End-User
8.3.5. Australia Advanced Analytics Market Outlook
8.3.5.1. Market Size & Forecast
8.3.5.1.1. By Value
8.3.5.2. Market Share & Forecast
8.3.5.2.1. By Type
8.3.5.2.2. By Deployment
8.3.5.2.3. By End-User
9. Middle East & Africa Advanced Analytics Market Outlook
9.1. Market Size & Forecast
9.1.1. By Value
9.2. Market Share & Forecast
9.2.1. By Type
9.2.2. By Deployment
9.2.3. By End-User
9.2.4. By Country
9.3. Middle East & Africa: Country Analysis
9.3.1. Saudi Arabia Advanced Analytics Market Outlook
9.3.1.1. Market Size & Forecast
9.3.1.1.1. By Value
9.3.1.2. Market Share & Forecast
9.3.1.2.1. By Type
9.3.1.2.2. By Deployment
9.3.1.2.3. By End-User
9.3.2. UAE Advanced Analytics Market Outlook
9.3.2.1. Market Size & Forecast
9.3.2.1.1. By Value
9.3.2.2. Market Share & Forecast
9.3.2.2.1. By Type
9.3.2.2.2. By Deployment
9.3.2.2.3. By End-User
9.3.3. South Africa Advanced Analytics Market Outlook
9.3.3.1. Market Size & Forecast
9.3.3.1.1. By Value
9.3.3.2. Market Share & Forecast
9.3.3.2.1. By Type
9.3.3.2.2. By Deployment
9.3.3.2.3. By End-User
10. South America Advanced Analytics Market Outlook
10.1. Market Size & Forecast
10.1.1. By Value
10.2. Market Share & Forecast
10.2.1. By Type
10.2.2. By Deployment
10.2.3. By End-User
10.2.4. By Country
10.3. South America: Country Analysis
10.3.1. Brazil Advanced Analytics Market Outlook
10.3.1.1. Market Size & Forecast
10.3.1.1.1. By Value
10.3.1.2. Market Share & Forecast
10.3.1.2.1. By Type
10.3.1.2.2. By Deployment
10.3.1.2.3. By End-User
10.3.2. Colombia Advanced Analytics Market Outlook
10.3.2.1. Market Size & Forecast
10.3.2.1.1. By Value
10.3.2.2. Market Share & Forecast
10.3.2.2.1. By Type
10.3.2.2.2. By Deployment
10.3.2.2.3. By End-User
10.3.3. Argentina Advanced Analytics Market Outlook
10.3.3.1. Market Size & Forecast
10.3.3.1.1. By Value
10.3.3.2. Market Share & Forecast
10.3.3.2.1. By Type
10.3.3.2.2. By Deployment
10.3.3.2.3. By End-User
11. Market Dynamics
11.1. Drivers
11.2. Challenges
12. Market Trends & Developments
12.1. Merger & Acquisition (If Any)
12.2. Product Launches (If Any)
12.3. Recent Developments
13. Global Advanced Analytics Market: SWOT Analysis
