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시장보고서
상품코드
1450850
일렉트로닉스 및 반도체 지출 분석 - 시장 규모 및 예측, 세계 및 지역별 점유율, 동향, 성장 기회 분석 : 부품별, 유형별, 배포별, 용도별, 지역별Spend Analytics for Electronics and Semiconductor Market Size and Forecasts, Global and Regional Share, Trend, and Growth Opportunity Analysis By Component, Type, Deployment, and Application |
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일렉트로닉스 및 반도체 지출 분석 시장 규모는 2022년 5억 3,756만 달러로 평가되었습니다. 2030년에는 17억 6,915만 달러에 달할 것으로 예상되며, 2022-2030년간 16.1%의 연평균 복합 성장률(CAGR)을 나타낼 것으로 추정됩니다.
아시아태평양의 일렉트로닉스 및 반도체 시장 점유율은 향후 몇 년동안 급성장할 것으로 예상됩니다. 이 지역 시장 성장세는 소비자와 기업들 사이에서 분석 도구가 점점 더 많이 받아들여지고 있기 때문으로 분석됩니다. 빅데이터 및 분석 분야는 아태지역에서 지출과 수익이 크게 증가하고 있습니다. 아태지역은 분석 도구의 채택 증가, 빅데이터 및 분석 분야의 성장, 통신, 은행, 중앙정부, 개별 제조, 전문 서비스업 등 산업별 요구사항으로 인해 지출 분석 소프트웨어에 대한 수요가 증가하고 있습니다. 중국, 일본, 인도는 데이터의 폭발적인 증가, 도시화, 머신러닝의 발전, 많은 중소기업에 힘입어 소비 분석 도입의 최전선에 서 있습니다. 아시아태평양의 일렉트로닉스 및 반도체 분야의 주요 기업으로는 Powerchip Semiconductor Manufacturing(PSMC), Taiwan Semiconductor Manufacturing Company(TSMC), United Microelectronics(UMC), Vanguard International Semiconductor(VIS) 등이 있습니다.
지출 분석을 통해 일렉트로닉스 및 반도체 시장의 조직은 구매 프로세스를 최적화하고 정보에 입각한 지출 결정을 내릴 수 있습니다. 지출 패턴을 분석함으로써 기업은 비용 절감 기회를 파악하고, 공급업체를 효과적으로 관리하며, 공급망 혼란으로 인한 위험을 줄일 수 있습니다. 지출 분석은 지정학적 위협 및 기타 세계 사건으로 인해 아시아태평양에서 점점 더 널리 퍼지고 있는 공급망 혼란에 대처하는 데에도 유용합니다. 최근 업계에 영향을 미친 반도체 공급 부족 사태는 공급망 관리 개선의 필요성을 강조하고 있습니다. 지출 데이터를 면밀히 모니터링하고 분석함으로써 조직은 대체 공급업체를 식별하고, 비용을 효과적으로 관리하고, 전자 부품 및 반도체의 안정적인 공급을 보장할 수 있으며, 이는 일렉트로닉스 및 반도체 지출 분석 세계 시장 성장을 더욱 촉진하고 있습니다.
일렉트로닉스 및 반도체 지출 분석 시장 예측에서는 시장을 유형별로 설명적 분석, 예측 분석, 처방 분석으로 구분하고 있습니다. 기술 분석은 일렉트로닉스 및 반도체 지출 분석 시장에서 두 번째로 큰 비중을 차지하고 있습니다. 설명적 분석은 과거 데이터를 요약하고 해석하여 통찰력을 얻고 데이터 내 트렌드, 패턴, 관계를 이해하는 데 중점을 둔다. 더 깊은 통찰력과 정보에 입각한 의사결정을 위한 토대를 제공합니다. 일렉트로닉스 및 반도체 지출 분석은 지출 데이터를 요약하고 시각화하여 패턴, 추세 및 이상 징후를 파악합니다. 일렉트로닉스 및 반도체 지출 분석 시장 분석에서 고려되는 각 회사가 제공하는 이러한 서술적 분석 솔루션은 기업이 서로 다른 카테고리공급업체 간 지출 배분을 이해하고 제조, 원자재, 물류 등 서로 다른 카테고리 간의 전체 지출 배분을 분석하는 데 도움이 됩니다. 분석하는 데에도 도움이 됩니다. 예측 분석은 일렉트로닉스 및 반도체 지출 분석에서 더 큰 비중을 차지합니다. 예측 분석은 현재와 과거 데이터를 기반으로 미래 성과를 예측하기 위해 통계와 모델링을 사용하는 것을 포함합니다. 다양한 기업들이 예측 분석 기능과 함께 지출 분석 서비스를 제공합니다. 예를 들어, Infosys Limited는 지출 분석 서비스, 광범위한 대시보드 및 예측 분석 기능을 제공합니다. 이 서비스는 100개 이상의 사전 구축된 대시보드와 분석을 활용하여 지출 패턴과 추세를 세밀하게 가시화합니다. 통합 대시보드는 기업이 다양한 구성 요소 카테고리, 그룹, 공급업체의 기여도를 파악하고 관련 동향을 파악하는 데 도움이 되는 여러 링크 분석으로 구성되어 있습니다. 처방적 분석은 데이터(또는 컨텐츠)를 분석하여 최적의 행동이나 전략을 추천하기 위해 고도의 절차나 기술을 적용하는 것을 말합니다. 이러한 유형의 분석은 통계 알고리즘, 머신러닝 기술, 인공지능을 사용하여 데이터를 분석하고 비즈니스 성과를 최적화하기 위해 취해야 할 조치에 대한 권장 사항을 제공합니다. 처방적 모델 기반의 분석은 의사결정, 추가 행동 방침 결정, 영향력 추론에 도움이 됩니다. 처방적 분석은 밸류체인에서 일렉트로닉스 및 반도체 부품의 비용 효율적인 조달을 지원하기 위해 도입됩니다. 가격 예측 및 최적의 조달 전략 수립에 활용될 수 있습니다.
일렉트로닉스 및 반도체 지출 분석 세계 시장 분석에서 다루는 주요 기업은 Coupa Software Inc, IBM Corporation, Ivalua Inc, Lytica Inc, NB Ventures Inc(GEP), SAP SE, Scan market AS, Syntactic Connecting Business SA, Zycus Inc, Synertrade Inc, Vortal Connecting Business SA, Zycus Inc 등이 있습니다. 이 시장 조사에서 소개된 일렉트로닉스 및 반도체 지출 분석 시장 기업들은 시장에서 우위를 점하기 위해 협업, M&A, 파트너십을 활용하고 있습니다.
전체 일렉트로닉스 및 반도체 지출 분석 시장 규모는 1차 및 2차 정보를 통해 도출되었습니다. 철저한 2차 조사는 일렉트로닉스 및 반도체 시장과 관련된 질적 및 양적 정보를 얻기 위해 내부 및 외부 소스를 사용하여 수행되었습니다. 또한, 이 과정을 통해 모든 시장 부문에 대한 일렉트로닉스 및 반도체 지출 분석 시장 개요를 얻을 수 있습니다. 또한, 데이터를 검증하고 분석적 통찰력을 얻기 위해 업계 관계자들과 여러 차례의 1차 인터뷰를 진행했습니다. 이 과정에는 부사장, 시장 개척 관리자, 시장 인텔리전스 관리자, 국내 영업 관리자와 같은 업계 전문가와 평가 전문가, 리서치 애널리스트, KOL(Key Opinion Leader) 등 세계 일렉트로닉스 및 반도체 지출 분석 시장을 전문으로 하는 외부 컨설턴트가 참여했습니다. 일렉트로닉스 및 반도체 지출 분석 시장 예측은 이 시장의 이해관계자들이 성장 전략을 계획하는 데 도움이 될 것입니다.
목차
제1장 서론
제2장 주요 요약
- 주요 인사이트
- 시장의 매력
제3장 조사 방법
- 조사 범위
- 2차 조사
- 1차 조사
제4장 전자기기 및 반도체용 지출 분석 시장 전망
- 개요
- PEST 분석
- 생태계 분석
- 밸류체인 벤더 리스트
제5장 전자기기 및 반도체용 지출 분석 시장 - 주요 시장 역학
- 전자기기 및 반도체용 지출 분석 시장 - 주요 시장 역학
- 시장 성장 촉진요인
- 시장 성장 억제요인
- 시장 기회
- 향후 동향
- 성장 촉진요인과 억제요인의 영향
제6장 전자기기 및 반도체용 지출 분석 시장-세계 시장 분석
- 전자기기 및 반도체용 지출 분석 시장 판매량,2022-2030년
- 전자기기 및 반도체용 지출 분석 시장 예측 분석
제7장 전자기기 및 반도체용 지출 분석 시장 분석 : 컴포넌트별
- 소프트웨어
- 서비스
제8장 전자기기 및 반도체용 지출 분석 시장 분석 : 유형별
- 기술적 분석
- 예측 분석
- 처방적 분석
제9장 전자기기 및 반도체용 지출 분석 시장 분석 : 전개 형태별
- 온프레미스
- 클라우드
제10장 전자기기 및 반도체용 지출 분석 시장 분석 : 용도별
- 재무 관리
- 리스크 관리
- 거버넌스 및 컴플라이언스 관리
- 공급업체 조달 및 퍼포먼스 관리
- 수요 및 공급 예측
- 기타
제11장 전자기기 및 반도체용 지출 분석 시장 : 지역별 분석
- 북미
- 미국
- 캐나다
- 멕시코
- 유럽
- 독일
- 프랑스
- 이탈리아
- 영국
- 러시아
- 기타 유럽
- 아시아태평양
- 호주
- 중국
- 인도
- 일본
- 한국
- APAC 기타 국가
- 중동 및 아프리카
- 남아프리카공화국
- 사우디아라비아
- 아랍에미리트(UAE)
- 기타 중동 및 아프리카
- 남미
- 브라질
- 아르헨티나
- 기타 남미
제12장 전자기기 및 반도체용 지출 분석-COVID-19 팬데믹의 영향
- COVID-19 전후의 영향
제13장 경쟁 구도
- 주요 기업 별 히트맵 분석
- 기업 포지셔닝과 집중도
제14장 업계 상황
- 시장 이니셔티브
- 제품 개발
- 인수합병(M&A)
제15장 기업 개요
- Coupa Software Inc
- International Business Machines Corp
- Ivalua Inc
- Lytica Inc
- NB Ventures Inc
- SAP SE
- Scan market AS
- Synertrade Inc
- Vortal Connecting Business SA
- Zycus Inc
제16장 부록
LSH 24.04.26The spend analytics for electronics and semiconductor market size was valued at US$ 537.56 million in 2022 and is expected to reach US$ 1,769.15 million by 2030; it is estimated to record a CAGR of 16.1% from 2022 to 2030.
The spend analytics for electronics and semiconductor market share of Asia Pacific is projected to experience rapid growth in the coming years. Market progress in this region can be attributed to the increasing acceptance of analytics tools among consumers and businesses. The big data and analytics sector is witnessing significant spending and revenue growth in Asia Pacific. The Asia Pacific region is witnessing a growing demand for spend analytics software, driven by the increased adoption of analytics tools, the growth of the big data and analytics sectors, and the specific needs of industries such as telecommunications, banking, central government, discrete manufacturing, and professional services. China, Japan, and India are at the forefront of spend analytics adoption in the region, driven by data explosion, urbanization, machine learning development, and many MSMEs. Key players in the electronics and semiconductor sector in Asia Pacific include Powerchip Semiconductor Manufacturing (PSMC), Taiwan Semiconductor Manufacturing Company (TSMC), United Microelectronics (UMC), and Vanguard International Semiconductor (VIS), which also helps in expansion of the spend analytics for electronics and semiconductor market growth.
The adoption of spend analytics enables organizations in the electronics and semiconductor market to optimize purchase processes and make well-informed spending decisions. By analyzing spending patterns, organizations can identify opportunities to reduce costs, effectively manage suppliers, and mitigate risks arising from disruptions in the supply chain. Spend analytics is also valuable in addressing supply chain disruptions, which have become increasingly prevalent in Asia Pacific due to geopolitical threats and other global events. The recent semiconductor shortage that impacted the industry emphasizes the need for improved supply chain management. By closely monitoring and analyzing spending data, organizations can identify alternative suppliers, effectively manage costs, and ensure a stable supply of electronic components and semiconductors, further boosting global spend analytics for electronics and semiconductor market growth.
The spend analytics for electronics and semiconductor market forecast involves the segmentation of the market based on type into descriptive analytics, predictive analytics, and prescriptive analytics. Descriptive analytics held second largest spend analytics for electronics and semiconductor market share. Descriptive analytics focuses on summarizing and interpreting historical data to gain insights and understand trends, patterns, and relationships within the data. It provides a foundation for deeper insights and informed decision-making. Electronics and semiconductor spend analytics involves summarizing and visualizing spending data to reveal patterns, trends, and anomalies. These descriptive analytics solutions provided by the players, considered in the spend analytics for electronics and semiconductor market analysis, also help these businesses understand the spending allocation across suppliers of different categories and analyze the overall distribution of spending across different categories, such as manufacturing, raw materials, and logistics. Predictive analytics held larger spend analytics for electronics and semiconductor market share. Predictive analytics involves the use of statistics and modeling to forecast future performance based on current and previous data. Various players provide spend analytic services along with predictive analytics features. For example, Infosys Limited provides spend analytics services, extensive dashboards, and predictive analytics capabilities. The services leverage more than 100 prebuilt dashboards and analyses to gain granular visibility of spending patterns and trends. The integrated dashboard comprises multiple linked analyses to help enterprises identify the contribution of various component categories, groups, and suppliers to spot associated trends. Prescriptive analytics is the application of advanced procedures and technologies to analyze data (or content) to recommend the best course of action or strategy. This type of analytics involves using statistical algorithms, machine learning techniques, and artificial intelligence to analyze data and provide recommendations on the actions that need to be taken to optimize business outcomes. Analytics based on prescriptive models help in making decisions, deciding further courses of action, and deducing implications. Prescriptive analytics are deployed to support the expected cost-effective procurement of electronic and semiconductor components in the value chain. Its applications include price forecasting and prescribing the best procurement strategy.
The key players covered in the global spend analytics for electronics and semiconductor market analysis include Coupa Software Inc, IBM Corporation, Ivalua Inc, Lytica Inc, NB Ventures Inc (GEP), SAP SE, Scan market AS, Synertrade Inc, Vortal Connecting Business SA, and Zycus Inc. These spend analytics for electronics and semiconductor market players that are profiled in this market study indulge in collaboration, mergers and acquisitions, and partnerships to stay ahead in the market.
The overall spend analytics for electronics and semiconductor market size has been derived using both primary and secondary sources. Exhaustive secondary research has been conducted using internal and external sources to obtain qualitative and quantitative information related to the. The process also helps obtain an overview of spend analytics for electronics and semiconductor market with respect to all the market segments. Also, multiple primary interviews have been conducted with industry participants to validate the data and gain analytical insights. This process includes industry experts such as VPs, business development managers, market intelligence managers, and national sales managers, along with external consultants such as valuation experts, research analysts, and key opinion leaders, specializing in the global spend analytics for electronics and semiconductor market. The spend analytics for electronics and semiconductor market forecast can help stakeholders in this marketplace plan their growth strategies.
Table Of Contents
1. Introduction
- 1.1 The Insight Partners Research Report Guidance
- 1.2 Market Segmentation
2. Executive Summary
- 2.1 Key Insights
- 2.2 Market Attractiveness
3. Research Methodology
- 3.1 Coverage
- 3.2 Secondary Research
- 3.3 Primary Research
4. Spend Analytics for Electronics and Semiconductor Market Landscape
- 4.1 Overview
- 4.2 PEST Analysis
- 4.3 Ecosystem Analysis
- 4.3.1 List of Vendors in the Value Chain
5. Spend Analytics for Electronics and Semiconductor Market - Key Market Dynamics
- 5.1 Spend Analytics for Electronics and Semiconductor Market - Key Market Dynamics
- 5.2 Market Drivers
- 5.2.1 Fluctuations in Raw Materials Prices
- 5.2.2 Rise in Demand for Consumer Electronics
- 5.3 Market Restraints
- 5.3.1 Technological Complexity
- 5.4 Market Opportunities
- 5.4.1 Rise in Supply Chain Disruption
- 5.4.2 Incorporation of Miniaturized Electronic Devices
- 5.5 Future Trends
- 5.5.1 Growing Implementation of AI-based Spend Analytics
- 5.6 Impact of Drivers and Restraints:
6. Spend Analytics for Electronics and Semiconductor Market - Global Market Analysis
- 6.1 Spend Analytics for Electronics and Semiconductor Market Revenue (US$ Million), 2022-2030
- 6.2 Spend Analytics for Electronics and Semiconductor Market Forecast Analysis
7. Spend Analytics for Electronics and Semiconductor Market Analysis - by Component
- 7.1 Software
- 7.1.1 Overview
- 7.1.2 Software: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 7.2 Service
- 7.2.1 Overview
- 7.2.2 Service: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
8. Spend Analytics for Electronics and Semiconductor Market Analysis - by Type
- 8.1 Descriptive Analytics
- 8.1.1 Overview
- 8.1.2 Descriptive Analytics: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 8.2 Predictive Analytics
- 8.2.1 Overview
- 8.2.2 Predictive Analytics: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 8.3 Prescriptive Analytics
- 8.3.1 Overview
- 8.3.2 Prescriptive Analytics: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
9. Spend Analytics for Electronics and Semiconductor Market Analysis - by Deployment
- 9.1 On-Premise
- 9.1.1 Overview
- 9.1.2 On-Premise: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 9.2 Cloud
- 9.2.1 Overview
- 9.2.2 Cloud: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
10. Spend Analytics for Electronics and Semiconductor Market Analysis - by Application
- 10.1 Financial Management
- 10.1.1 Overview
- 10.1.2 Financial Management: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 10.2 Risk Management
- 10.2.1 Overview
- 10.2.2 Risk Management: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 10.3 Governance and Compliance Management
- 10.3.1 Overview
- 10.3.2 Governance and Compliance Management: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 10.4 Supplier Sourcing and Performance Management
- 10.4.1 Overview
- 10.4.2 Supplier Sourcing and Performance Management: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 10.5 Demand and Supply Forecasting
- 10.5.1 Overview
- 10.5.2 Demand and Supply Forecasting: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 10.6 Others
- 10.6.1 Overview
- 10.6.2 Others: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
11. Spend Analytics for Electronics and Semiconductor Market - Geographical Analysis
- 11.1 Overview
- 11.2 North America
- 11.2.1 North America Spend Analytics for Electronics and Semiconductor Market Overview
- 11.2.2 North America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.2.3 North America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.2.3.1 North America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Component
- 11.2.4 North America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.2.4.1 North America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Type
- 11.2.5 North America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.2.5.1 North America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Deployment
- 11.2.6 North America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.2.6.1 North America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Application
- 11.2.7 North America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Country
- 11.2.7.1 North America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Country
- 11.2.7.2 United States: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.2.7.2.1 United States: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.2.7.2.2 United States: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.2.7.2.3 United States: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.2.7.2.4 United States: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.2.7.3 Canada: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.2.7.3.1 Canada: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.2.7.3.2 Canada: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.2.7.3.3 Canada: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.2.7.3.4 Canada: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.2.7.4 Mexico: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.2.7.4.1 Mexico: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.2.7.4.2 Mexico: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.2.7.4.3 Mexico: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.2.7.4.4 Mexico: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.3 Europe
- 11.3.1 Europe Spend Analytics for Electronics and Semiconductor Market Overview
- 11.3.2 Europe: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.3.3 Europe: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.3.3.1 Europe: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Component
- 11.3.4 Europe: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.3.4.1 Europe: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Type
- 11.3.5 Europe: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.3.5.1 Europe: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Deployment
- 11.3.6 Europe: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.3.6.1 Europe: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Application
- 11.3.7 Europe: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Country
- 11.3.7.1 Europe: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Country
- 11.3.7.2 Germany: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.3.7.2.1 Germany: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.3.7.2.2 Germany: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.3.7.2.3 Germany: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.3.7.2.4 Germany: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.3.7.3 France: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.3.7.3.1 France: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.3.7.3.2 France: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.3.7.3.3 France: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.3.7.3.4 France: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.3.7.4 Italy: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.3.7.4.1 Italy: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.3.7.4.2 Italy: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.3.7.4.3 Italy: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.3.7.4.4 Italy: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.3.7.5 United Kingdom: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.3.7.5.1 United Kingdom: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.3.7.5.2 United Kingdom: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.3.7.5.3 United Kingdom: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.3.7.5.4 United Kingdom: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.3.7.6 Russia: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.3.7.6.1 Russia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.3.7.6.2 Russia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.3.7.6.3 Russia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.3.7.6.4 Russia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.3.7.7 Rest of Europe: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.3.7.7.1 Rest of Europe: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.3.7.7.2 Rest of Europe: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.3.7.7.3 Rest of Europe: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.3.7.7.4 Rest of Europe: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.4 Asia Pacific
- 11.4.1 Asia Pacific Spend Analytics for Electronics and Semiconductor Market Overview
- 11.4.2 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.4.3 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.4.3.1 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Component
- 11.4.4 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.4.4.1 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Type
- 11.4.5 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.4.5.1 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Deployment
- 11.4.6 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.4.6.1 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Application
- 11.4.7 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Country
- 11.4.7.1 Asia Pacific: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Country
- 11.4.7.2 Australia: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.4.7.2.1 Australia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.4.7.2.2 Australia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.4.7.2.3 Australia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.4.7.2.4 Australia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.4.7.3 China: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.4.7.3.1 China: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.4.7.3.2 China: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.4.7.3.3 China: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.4.7.3.4 China: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.4.7.4 India: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.4.7.4.1 India: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.4.7.4.2 India: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.4.7.4.3 India: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.4.7.4.4 India: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.4.7.5 Japan: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.4.7.5.1 Japan: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.4.7.5.2 Japan: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.4.7.5.3 Japan: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.4.7.5.4 Japan: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.4.7.6 South Korea: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.4.7.6.1 South Korea: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.4.7.6.2 South Korea: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.4.7.6.3 South Korea: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.4.7.6.4 South Korea: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.4.7.7 Rest of APAC: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.4.7.7.1 Rest of APAC: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.4.7.7.2 Rest of APAC: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.4.7.7.3 Rest of APAC: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.4.7.7.4 Rest of APAC: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.5 Middle East and Africa
- 11.5.1 Middle East and Africa Spend Analytics for Electronics and Semiconductor Market Overview
- 11.5.2 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.5.3 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.5.3.1 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Component
- 11.5.4 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.5.4.1 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Type
- 11.5.5 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.5.5.1 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Deployment
- 11.5.6 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.5.6.1 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Application
- 11.5.7 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Country
- 11.5.7.1 Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Country
- 11.5.7.2 South Africa: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.5.7.2.1 South Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.5.7.2.2 South Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.5.7.2.3 South Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.5.7.2.4 South Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.5.7.3 Saudi Arabia: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.5.7.3.1 Saudi Arabia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.5.7.3.2 Saudi Arabia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.5.7.3.3 Saudi Arabia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.5.7.3.4 Saudi Arabia: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.5.7.4 United Arab Emirates: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.5.7.4.1 United Arab Emirates: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.5.7.4.2 United Arab Emirates: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.5.7.4.3 United Arab Emirates: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.5.7.4.4 United Arab Emirates: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.5.7.5 Rest of Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.5.7.5.1 Rest of Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.5.7.5.2 Rest of Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.5.7.5.3 Rest of Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.5.7.5.4 Rest of Middle East and Africa: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.6 South America
- 11.6.1 South America Spend Analytics for Electronics and Semiconductor Market Overview
- 11.6.2 South America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.6.3 South America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.6.3.1 South America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Component
- 11.6.4 South America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.6.4.1 South America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Type
- 11.6.5 South America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.6.5.1 South America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Deployment
- 11.6.6 South America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.6.6.1 South America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Application
- 11.6.7 South America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Country
- 11.6.7.1 South America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast Analysis - by Country
- 11.6.7.2 Brazil: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.6.7.2.1 Brazil: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.6.7.2.2 Brazil: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.6.7.2.3 Brazil: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.6.7.2.4 Brazil: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.6.7.3 Argentina: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.6.7.3.1 Argentina: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.6.7.3.2 Argentina: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.6.7.3.3 Argentina: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.6.7.3.4 Argentina: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
- 11.6.7.4 Rest of South America: Spend Analytics for Electronics and Semiconductor Market - Revenue and Forecast to 2030 (US$ Million)
- 11.6.7.4.1 Rest of South America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Component
- 11.6.7.4.2 Rest of South America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Type
- 11.6.7.4.3 Rest of South America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Deployment
- 11.6.7.4.4 Rest of South America: Spend Analytics for Electronics and Semiconductor Market Breakdown, by Application
12. Spend Analytics for Electronics and Semiconductor Market - Impact of COVID-19 Pandemic
- 12.1 Pre & Post COVID-19 Impact
13. Competitive Landscape
- 13.1 Heat Map Analysis By Key Players
- 13.2 Company Positioning & Concentration
14. Industry Landscape
- 14.1 Overview
- 14.2 Market Initiative
- 14.3 Product Development
- 14.4 Merger and Acquisition
15. Company Profiles
- 15.1 Coupa Software Inc
- 15.1.1 Key Facts
- 15.1.2 Business Description
- 15.1.3 Products and Services
- 15.1.4 Financial Overview
- 15.1.5 SWOT Analysis
- 15.1.6 Key Developments
- 15.2 International Business Machines Corp
- 15.2.1 Key Facts
- 15.2.2 Business Description
- 15.2.3 Products and Services
- 15.2.4 Financial Overview
- 15.2.5 SWOT Analysis
- 15.2.6 Key Developments
- 15.3 Ivalua Inc
- 15.3.1 Key Facts
- 15.3.2 Business Description
- 15.3.3 Products and Services
- 15.3.4 Financial Overview
- 15.3.5 SWOT Analysis
- 15.3.6 Key Developments
- 15.4 Lytica Inc
- 15.4.1 Key Facts
- 15.4.2 Business Description
- 15.4.3 Products and Services
- 15.4.4 Financial Overview
- 15.4.5 SWOT Analysis
- 15.4.6 Key Developments
- 15.5 NB Ventures Inc
- 15.5.1 Key Facts
- 15.5.2 Business Description
- 15.5.3 Products and Services
- 15.5.4 Financial Overview
- 15.5.5 SWOT Analysis
- 15.5.6 Key Developments
- 15.6 SAP SE
- 15.6.1 Key Facts
- 15.6.2 Business Description
- 15.6.3 Products and Services
- 15.6.4 Financial Overview
- 15.6.5 SWOT Analysis
- 15.6.6 Key Developments
- 15.7 Scan market AS
- 15.7.1 Key Facts
- 15.7.2 Business Description
- 15.7.3 Products and Services
- 15.7.4 Financial Overview
- 15.7.5 SWOT Analysis
- 15.7.6 Key Developments
- 15.8 Synertrade Inc
- 15.8.1 Key Facts
- 15.8.2 Business Description
- 15.8.3 Products and Services
- 15.8.4 Financial Overview
- 15.8.5 SWOT Analysis
- 15.8.6 Key Developments
- 15.9 Vortal Connecting Business SA
- 15.9.1 Key Facts
- 15.9.2 Business Description
- 15.9.3 Products and Services
- 15.9.4 Financial Overview
- 15.9.5 SWOT Analysis
- 15.9.6 Key Developments
- 15.10 Zycus Inc
- 15.10.1 Key Facts
- 15.10.2 Business Description
- 15.10.3 Products and Services
- 15.10.4 Financial Overview
- 15.10.5 SWOT Analysis
- 15.10.6 Key Developments
16. Appendix
- 16.1 Word Inde
