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市场调查报告书
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1489480

全球半导体良率管理解决方案市场 - 2024-2031

Global Semiconductor Yield Management Solutions Market - 2024-2031

出版日期: | 出版商: DataM Intelligence | 英文 160 Pages | 商品交期: 最快1-2个工作天内

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简介目录

概述

全球半导体良率管理解决方案市场将于 2023 年达到 12 亿美元,预计到 2031 年将达到 23 亿美元,2024-2031 年预测期间复合年增长率为 8.5%。

半导体在电信、汽车和电子等多个领域的需求量很大。良率管理系统对于半导体製造商满足最终用户的要求至关重要。半导体企业不断需要降低生产成本并提高营运效率。透过识别和修正产量限制问题、整个生产流程最佳化和产量最大化,产量管理解决方案可协助企业节省成本并提高获利能力。

日本半导体企业越来越多地将人工智慧(AI)和机器学习(ML)能力纳入其良率管理系统中。 2022年日本半导体产业扩张积极动能明显。透过製程技术和本地製造工厂的突破,日本将其领先地位扩大到 CIS 和 MCU 等专业应用领域。该国的目标是到 2024 年生产用于汽车和手机的复杂逻辑晶片。

北美是一个主导地区,因为一些着名的半导体企业、技术供应商和解决方案供应商的主要办公室或大量存在都位于北美。这些业务促进创新,提供全面的良率管理解决方案并满足全球半导体生产商的各种需求。半导体生产商、代工厂和研究机构之间的策略联盟和合作在北美企业中很常见。这些合作促进了针对特定行业要求的客製化产量管理解决方案的开发和采用。

动力学

全球半导体产业扩张

半导体产业的全球扩张推动了半导体产量的激增。为了提高整体良率并简化生产程序,由于半导体公司和代工厂的发展,对良率管理系统的需求不断增加。随着产业的扩展,更先进的半导体技术正在得到更广泛的应用。其中涵盖了 3D 整合、製程节点和汽车电子和人工智慧晶片等专业应用的进步。这些复杂的技术需要复杂的产量管理系统来管理製造复杂性、识别问题和提高产量。

这家全球半导体公司非常重视产品的可靠性。良率管理系统对于确保半导体製造商能够在实现高良率的同时维持有限的品质标准至关重要。对品质和可靠性的重视推动了产量管理系统的采用。半导体产业的成长推动了产量管理产品的技术发展。为了满足半导体製造商不断变化的需求,供应商投资开发日益复杂的分析、机器学习演算法和即时监控功能。由于它们提供了更实用、更有效的产量管理解决方案,这些技术进步推动了市场的成长。

半导体製造的复杂性不断增加

半导体产业不断推动小型化进程,采用较小的工程节点(例如,7nm、5nm 及以上)。良率管理问题随着製程节点的大小呈指数级增长。儘管减少几何形状带来了困难,但良率管理系统对于发现缺陷、简化程序和确保高良率至关重要。由于半导体技术的进步,积体电路目前提供了更高的电晶体密度。在更小的空间内增加电晶体的密度会导致製造缺陷和错误的可能性更高。良率管理解决方案有助于分析和解决这些问题,以提高整体晶片良率。

半导体製造涉及许多复杂的工艺,包括光刻、蚀刻、放置和晶圆测试。此製程的每个阶段都会影响半导体装置的最终产量。良率管理工具透过提供对生产过程每个阶段的洞察来促进最佳化和减少缺陷。由于材料品质、设备差异、环境变化和生产过程变化等变量,半导体製造自然是不可预测的。为了有效地调节和优化流程,产量管理系统使用统计分析、机器学习演算法和历史资料来分析和预测变异性。

初始投资成本高

对于中小型半导体生产商或产业新参与者来说,部署半导体良率管理技术所涉及的高额前期支出是进入障碍。企业可能会发现很难进行必要的首次投资,这会减少市场竞争和创新。预算限制甚至阻碍了成熟的半导体企业采用良率管理技术,特别是在产业週期性或金融危机时期。对尖端收益管理系统的投资可能会因有限的资本支出预算而被推迟或阻碍。

在评估半导体良率管理技术时,企业必须根据投资报酬率 (ROI) 来评估前期支出。围绕着投资回报的困惑,特别是关于更高的收益率、更低的製造成本和更好的品质等可观察到的优势,可能会使潜在客户的决策过程变得复杂。除了原始投资费用外,半导体公司还必须考虑整个软体生命週期的总拥有成本 (TCO)。其中包括持续的维护、更新、支援、培训和整合费用,所有这些都会增加整体成本并影响采用的可能性。

目录

第 1 章:方法与范围

  • 研究方法论
  • 报告的研究目的和范围

第 2 章:定义与概述

第 3 章:执行摘要

  • 按组件分類的片段
  • 部署片段
  • 按应用程式片段
  • 最终使用者的片段
  • 按地区分類的片段

第 4 章:动力学

  • 影响因素
    • 司机
      • 全球半导体产业扩张
      • 半导体製造的复杂性不断增加
    • 限制
      • 初始投资成本高
    • 机会
    • 影响分析

第 5 章:产业分析

  • 波特五力分析
  • 供应链分析
  • 定价分析
  • 监管分析
  • 俄乌战争影响分析
  • DMI 意见

第 6 章:COVID-19 分析

  • COVID-19 分析
    • COVID-19 之前的情况
    • COVID-19 期间的情况
    • COVID-19 后的情景
  • COVID-19 期间的定价动态
  • 供需谱
  • 疫情期间政府与市场相关的倡议
  • 製造商策略倡议
  • 结论

第 7 章:按组件

  • 软体
    • 产量分析软体
    • 资料管理与整合软体
    • 资料管理与整合软体
    • 故障检测与分类 (FDC) 软体
    • 产量监控软体
    • 先进製程控制 (APC) 软体
    • 其他
  • 服务
    • 咨询
    • 训练
    • 一体化
    • 维护
    • 监控

第 8 章:透过部署

  • 本地部署
  • 基于云端的

第 9 章:按申请

  • 前端半导体製造
  • 后端半导体製造

第 10 章:最终用户

  • 半导体製造商
  • 铸造厂
  • 整合设备製造商 (IDM)
  • 外包半导体封装和测试 (OSAT) 供应商

第 11 章:按地区

  • 北美洲
    • 我们
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 法国
    • 义大利
    • 西班牙
    • 欧洲其他地区
  • 南美洲
    • 巴西
    • 阿根廷
    • 南美洲其他地区
  • 亚太
    • 中国
    • 印度
    • 日本
    • 澳洲
    • 亚太其他地区
  • 中东和非洲

第 12 章:竞争格局

  • 竞争场景
  • 市场定位/份额分析
  • 併购分析

第 13 章:公司简介

  • yieldHUB
    • 公司简介
    • 产品组合和描述
    • 财务概览
    • 主要进展
  • yieldWerx.
  • Synopsys, Inc.
  • KLA Corporation
  • DR YIELD software & solutions GmbH
  • Test Research, Inc.
  • Synopsys, Inc.
  • XDM Technology Co., Ltd.
  • Skyverse
  • Hitachi

第 14 章:附录

简介目录
Product Code: ICT8459

Overview

Global Semiconductor Yield Management Solutions Market reached US$ 1.2 Billion in 2023 and is expected to reach US$ 2.3 Billion by 2031, growing with a CAGR of 8.5% during the forecast period 2024-2031.

Semiconductors are in high demand across several sectors, including telecommunications, automotive and electronics. Yield management systems are critical for semiconductor manufacturers to satisfy end-user requirements. There is ongoing demand for semiconductor businesses to lower production costs and boost operational effectiveness. Through the identification and correction of yield-limiting problems, process optimization throughout production and yield maximization, yield management solutions help businesses save costs and increase profitability.

Artificial intelligence (AI) and machine learning (ML) abilities are being included by Japanese semiconductor businesses more often in their yield management systems. Positive momentum for Japan's semiconductor sector expansion was noticeable in 2022. The most cutting-edge process foundry in Japan, TSMC invested in a new fab in Kumamoto with its well-liked planar technology nodes at 22/28nm and FinFET technology nodes at 12/16nm. Through breakthroughs in process technologies and local manufacturing plants, Japan expanded its leadership into specialized applications such as CIS and MCU. The country aims to produce sophisticated logic chips for autos and cell phones by 2024.

North America is a dominating region due to the main offices or a sizable presence of several prominent semiconductor businesses, technology suppliers and solution vendors are located in North America. The businesses promote innovation, provide all-inclusive yield management solutions and address the various demands of global semiconductor producers. Strategic alliances and collaborations between semiconductor producers, foundries and research institutes are common among North American businesses. The collaborations facilitate the development and adoption of customized yield management solutions tailored to specific industry requirements.

Dynamics

Global Semiconductor Industry Expansion

The semiconductor industry's global expansion drives a surge in semiconductor production. To improve overall yield rates and streamline production procedures, there is an increasing demand for yield management systems due to the growth of semiconductor companies and foundries. As the industry expands, more advanced semiconductor technologies are being more widely used. The covers advances in 3D integration, process nodes and specialized applications like as automotive electronics and AI chips. Sophisticated yield management systems are necessary for these complicated technologies to manage manufacturing complexity, identify problems and enhance yields.

The global semiconductor company places great importance on product dependability. Yield management systems are crucial to ensuring semiconductor manufacturers can maintain restricted quality standards while achieving high yields. The adoption of yield management systems is fueled by this emphasis on quality and dependability. Growth in the semiconductor sector propels technical developments in yield management products. To meet the changing demands of semiconductor makers, vendors make investments in the development of increasingly sophisticated analytics, machine learning algorithms and real-time monitoring capabilities. As they provide more practical and effective yield management solutions, these technical advancements propel growth in the market.

Increasing Complexity of Semiconductor Manufacturing

Miniaturization is continuously being pushed by the semiconductor industry with smaller process nodes (e.g., 7nm, 5nm and beyond). The yield management issues increase exponentially with the size of process nodes. Despite the difficulties provided by reduced geometries, yield management systems become essential for finding flaws, streamlining procedures and ensuring high yields. Integrated circuits are currently providing higher transistor density due to advancements in semiconductor technology. Increased density of transistors in fewer spaces leads to a higher likelihood of manufacturing defects and errors. Yield management solutions help in analyzing and addressing these issues to improve overall chip yields.

Many complicated processes, including photolithography, etching, placing and wafer testing, are involved in the fabrication of semiconductors. Every stage of the process contributes to the semiconductor device's final yield. Yield management tools facilitate optimization and defect reduction by offering insights into every stage of the production process. Due to variables like material qualities, differences in equipment, variations in the environment and variations in the production process, semiconductor manufacture is naturally unpredictable. To effectively regulate and optimize processes, yield management systems analyze and anticipate variability using statistical analysis, machine learning algorithms and historical data.

High Initial Investment Costs

Small and medium-sized semiconductor producers or new players in the industry, the high upfront spending involved in deploying semiconductor yield management technologies serves as an entrance barrier. The businesses could find it difficult to make the necessary first investment, which would reduce market competition and innovation. Budgetary restrictions prevent even well-established semiconductor businesses from adopting yield management technologies, particularly in times of industry cyclicality or a financial crisis. Investment in cutting-edge yield management systems may be delayed or discouraged by limited capital expenditure budgets.

In assessing semiconductor yield management technologies, businesses must evaluate the upfront expenditures against the return on investment (ROI). The confusion around return on investment, particularly about observable advantages like higher yield rates, lower manufacturing costs and better quality, might complicate the decision-making process for prospective customers. Semiconductor companies have to take into account the total cost of ownership (TCO) across the software's lifespan in addition to the original investment expenses. The covers continuing upkeep, updates, support, training and integration expenses, all of which can raise the overall cost and affect how possible adoption is.

Segment Analysis

The global semiconductor yield management solutions market is segmented based on component, deployment, application, end-user and region.

Semiconductor Yield Management Software Component is Dominating

Based on the component the semiconductor yield management solutions market is segmented into software and services.

Increasing yield rates, increasing overall manufacturing effectiveness and simplifying production processes all require semiconductor yield management software. With the help of its extensive analytics, real-time monitoring and predictive modeling characteristics, semiconductor manufacturers can proactively identify and resolve problems. Yield management software systems offer end-to-end capabilities covering each phase of the semiconductor production process, from wafer subsequent generations to testing and packaging. To provide an overall picture of production performance, they combine data from several sources, like manufacturing systems, equipment sensors and quality control procedures.

Massive quantities of production data are analyzed by contemporary semiconductor yield management software utilizing artificial intelligence (AI), machine learning algorithms and advanced analytics. Improved yield rates and product quality are the result of these technologies' ability to do proactive identification of defects, root cause investigation, pattern recognition and preventative maintenance. Software solutions for yield control are frequently flexible and adjustable to various semiconductor technologies, equipment setups and manufacturing processes. It allow semiconductor companies to tailor analytics models, defect classification algorithms and reporting dashboards to meet specific requirements and industry standards.

Geographical Penetration

North America is Dominating the Semiconductor Yield Management Solutions Market

North America, particularly US, has a strong technical base that includes cutting-edge semiconductor factories, academic institutions and IT companies. The technical ability makes it possible to create, carry out and use advanced yield management strategies. In the semiconductor sector, the area leads the world in innovation and research and development (R&D). North American companies make significant investments in research and development to develop unique yield management systems that tackle intricate problems in semiconductor production.

Growing merger and acquisition strategies by the major key players in the region help to boost regional market growth over the forecast period. For instance, on April 17, 2024, Silicontent collaborated with yieldWerx for improvements in yield management and quality. Together, the two businesses create the parser that allows them to store and easily access all of their crucially important information for analysis.

Competitive Landscape

The major global players in the market include yieldHUB, yieldWerx, Synopsys, Inc., KLA Corporation, DR YIELD software & solutions GmbH, Test Research, Inc., Synopsys, Inc., XDM Technology Co., Ltd., Skyverse and Hitachi.

COVID-19 Impact Analysis

Lockdowns, restrictions and logistical difficulties caused the pandemic to impede the semiconductor industry's supply chain. Semiconductor yield management product supply and production are impacted by component delivery delays, manufacturing stops and shortages of raw materials. The pandemic changed the dynamics of semiconductor product demand, creating swings in the market for industrial, automotive and consumer electronics. The adoption of yield management strategies by semiconductor creators in response to market demand was directly influenced by this change in demand patterns.

The shift to remote work and operations disrupted traditional workflows and collaboration methods within semiconductor companies. The importance of remotely accessible and cloud-based yield management systems emerged from the necessity of remote monitoring, diagnostics and semiconductor yield management. The pandemic's effects on economic activity and financial restrictions affected the semiconductor industry's decisions about capital expenditures. Investment in semiconductor yield management technologies has been impacted by a shift in investment objectives towards lowering expenses, operational effectiveness and risk management.

Russia-Ukraine War Impact Analysis

Supply networks for vital components and technology utilized in semiconductor yield control systems are disrupted by the conflict. Supply chain disruptions, industrial stops working and raw material shortages may impact yield management hardware and software availability and output. The battle could give rise to geopolitical concerns that might affect international partnerships, cooperation and investments in the semiconductor sector. Collaborative research initiatives, technology transfers and international commercial operations encounter obstacles or pauses that impede the advancement of yield management solutions via innovation.

The uncertainty surrounding the geopolitical situation can create market volatility and hesitancy among investors, businesses and semiconductor manufacturers. Geopolitical risk assessments have an impact on choices in market strategy, expansion plans and investments in yield management systems. Cost hikes for semiconductor firms can result from geopolitical tensions and supply chain interruptions. The expenses include higher costs associated with production, sourcing, shipping and compliance. Higher operational costs may impact profitability and pricing strategies for yield management solutions.

By Component

  • Software
    • Yield Analysis Software
    • Data Management and Integration Software
    • Fault Detection and Classification (FDC) Software
    • Yield Monitoring Software
    • Advanced Process Control (APC) Software
    • Other
  • Services
    • Training & Consulting
    • Support & Maintenance
    • Monitoring

By Deployment

  • On-Premises
  • Cloud-Based

By Application

  • Front-End Semiconductor Manufacturing
  • Back-End Semiconductor Manufacturing

By End-User

  • Semiconductor Manufacturers
  • Foundries
  • Integrated Device Manufacturers (IDMs)
  • Outsourced Semiconductor Assembly and Test (OSAT) Providers

By Region

  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • France
    • Italy
    • Spain
    • Rest of Europe
  • South America
    • Brazil
    • Argentina
    • Rest of South America
  • Asia-Pacific
    • China
    • India
    • Japan
    • Australia
    • Rest of Asia-Pacific
  • Middle East and Africa

Key Developments

  • In February 2021, yieldHUB completed a collaboration with Empower Semiconductor. Together they successfully characterize and release new products into production and in-depth monitoring. yieldHUB's products are ideal for fabless startups in the New Product Introduction (NPI) phase and then leading into production.
  • On January 30, 2024, Model N launched Price Management, a new solution that enables semiconductor, electronic component and high-tech manufacturers to manage price execution across direct and channel sales teams globally.
  • On December 22, 2023, U.S. Department of Commerce launched a survey of U.S. semiconductor supply chain and national defense industrial base to address national security concerns about Chinese-sourced chips. The purpose of the survey is to determine how American businesses are obtaining so-called legacy chips or current-generation and mature-node semiconductors, as the government prepares to grant manufacturing subsidies totaling about US$ 40 billion.

Why Purchase the Report?

  • To visualize the global semiconductor yield management solutions market segmentation based on component, deployment, application, end-user and region, as well as understand key commercial assets and players.
  • Identify commercial opportunities by analyzing trends and co-development.
  • Excel data sheet with numerous data points of semiconductor yield management solutions market-level with all segments.
  • PDF report consists of a comprehensive analysis after exhaustive qualitative interviews and an in-depth study.
  • Product mapping available as excel consisting of key products of all the major players.

The global semiconductor yield management solutions market report would provide approximately 70 tables, 60 figures and 160 Pages.

Target Audience 2024

  • Manufacturers/ Buyers
  • Industry Investors/Investment Bankers
  • Research Professionals
  • Emerging Companies

Table of Contents

1.Methodology and Scope

  • 1.1.Research Methodology
  • 1.2.Research Objective and Scope of the Report

2.Definition and Overview

3.Executive Summary

  • 3.1.Snippet by Component
  • 3.2.Snippet by Deployment
  • 3.3.Snippet by Application
  • 3.4.Snippet by End-User
  • 3.5.Snippet by Region

4.Dynamics

  • 4.1.Impacting Factors
    • 4.1.1.Drivers
      • 4.1.1.1.Global Semiconductor Industry Expansion
      • 4.1.1.2.Increasing Complexity of Semiconductor Manufacturing
    • 4.1.2.Restraints
      • 4.1.2.1.High Initial Investment Costs
    • 4.1.3.Opportunity
    • 4.1.4.Impact Analysis

5.Industry Analysis

  • 5.1.Porter's Five Force Analysis
  • 5.2.Supply Chain Analysis
  • 5.3.Pricing Analysis
  • 5.4.Regulatory Analysis
  • 5.5.Russia-Ukraine War Impact Analysis
  • 5.6.DMI Opinion

6.COVID-19 Analysis

  • 6.1.Analysis of COVID-19
    • 6.1.1.Scenario Before COVID-19
    • 6.1.2.Scenario During COVID-19
    • 6.1.3.Scenario Post COVID-19
  • 6.2.Pricing Dynamics Amid COVID-19
  • 6.3.Demand-Supply Spectrum
  • 6.4.Government Initiatives Related to the Market During Pandemic
  • 6.5.Manufacturers Strategic Initiatives
  • 6.6.Conclusion

7.By Component

  • 7.1.Introduction
    • 7.1.1.Market Size Analysis and Y-o-Y Growth Analysis (%), By Component
    • 7.1.2.Market Attractiveness Index, By Component
  • 7.2.Software*
    • 7.2.1.Introduction
    • 7.2.2.Market Size Analysis and Y-o-Y Growth Analysis (%)
    • 7.2.1.Yield Analysis Software
    • 7.2.2.Data Management and Integration Software
    • 7.2.3.Data Management and Integration Software
    • 7.2.4.Fault Detection and Classification (FDC) Software
    • 7.2.5.Yield Monitoring Software
    • 7.2.6.Advanced Process Control (APC) Software
    • 7.2.7.Other
  • 7.3.Services
    • 7.3.1.Consulting
    • 7.3.2.Training
    • 7.3.3.Integration
    • 7.3.4.Maintenance
    • 7.3.5.Monitoring

8.By Deployment

  • 8.1.Introduction
    • 8.1.1.Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
    • 8.1.2.Market Attractiveness Index, By Deployment
  • 8.2.On-Premises*
    • 8.2.1.Introduction
    • 8.2.2.Market Size Analysis and Y-o-Y Growth Analysis (%)
  • 8.3.Cloud-Based

9.By Application

  • 9.1.Introduction
    • 9.1.1.Market Size Analysis and Y-o-Y Growth Analysis (%), By Application
    • 9.1.2.Market Attractiveness Index, By Application
  • 9.2.Front-End Semiconductor Manufacturing*
    • 9.2.1.Introduction
    • 9.2.2.Market Size Analysis and Y-o-Y Growth Analysis (%)
  • 9.3.Back-End Semiconductor Manufacturing

10.By End-User

  • 10.1.Introduction
    • 10.1.1.Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
    • 10.1.2.Market Attractiveness Index, By End-User
  • 10.2.Semiconductor Manufacturers*
    • 10.2.1.Introduction
    • 10.2.2.Market Size Analysis and Y-o-Y Growth Analysis (%)
  • 10.3.Foundries
  • 10.4.Integrated Device Manufacturers (IDMs)
  • 10.5.Outsourced Semiconductor Assembly and Test (OSAT) Providers

11.By Region

  • 11.1.Introduction
    • 11.1.1.Market Size Analysis and Y-o-Y Growth Analysis (%), By Region
    • 11.1.2.Market Attractiveness Index, By Region
  • 11.2.North America
    • 11.2.1.Introduction
    • 11.2.2.Key Region-Specific Dynamics
    • 11.2.3.Market Size Analysis and Y-o-Y Growth Analysis (%), By Type
    • 11.2.4.Market Size Analysis and Y-o-Y Growth Analysis (%), By Application
    • 11.2.5.Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
      • 11.2.5.1.U.S.
      • 11.2.5.2.Canada
      • 11.2.5.3.Mexico
  • 11.3.Europe
    • 11.3.1.Introduction
    • 11.3.2.Key Region-Specific Dynamics
    • 11.3.3.Market Size Analysis and Y-o-Y Growth Analysis (%), By Component
    • 11.3.4.Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
    • 11.3.5.Market Size Analysis and Y-o-Y Growth Analysis (%), By Application
    • 11.3.6.Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
    • 11.3.7.Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
      • 11.3.7.1.Germany
      • 11.3.7.2.UK
      • 11.3.7.3.France
      • 11.3.7.4.Italy
      • 11.3.7.5.Spain
      • 11.3.7.6.Rest of Europe
  • 11.4.South America
    • 11.4.1.Introduction
    • 11.4.2.Key Region-Specific Dynamics
    • 11.4.3.Market Size Analysis and Y-o-Y Growth Analysis (%), By Component
    • 11.4.4.Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
    • 11.4.5.Market Size Analysis and Y-o-Y Growth Analysis (%), By Application
    • 11.4.6.Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
    • 11.4.7.Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
      • 11.4.7.1.Brazil
      • 11.4.7.2.Argentina
      • 11.4.7.3.Rest of South America
  • 11.5.Asia-Pacific
    • 11.5.1.Introduction
    • 11.5.2.Key Region-Specific Dynamics
    • 11.5.3.Market Size Analysis and Y-o-Y Growth Analysis (%), By Component
    • 11.5.4.Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
    • 11.5.5.Market Size Analysis and Y-o-Y Growth Analysis (%), By Application
    • 11.5.6.Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User
    • 11.5.7.Market Size Analysis and Y-o-Y Growth Analysis (%), By Country
      • 11.5.7.1.China
      • 11.5.7.2.India
      • 11.5.7.3.Japan
      • 11.5.7.4.Australia
      • 11.5.7.5.Rest of Asia-Pacific
  • 11.6.Middle East and Africa
    • 11.6.1.Introduction
    • 11.6.2.Key Region-Specific Dynamics
    • 11.6.3.Market Size Analysis and Y-o-Y Growth Analysis (%), By Component
    • 11.6.4.Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment
    • 11.6.5.Market Size Analysis and Y-o-Y Growth Analysis (%), By Application
    • 11.6.6.Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User

12.Competitive Landscape

  • 12.1.Competitive Scenario
  • 12.2.Market Positioning/Share Analysis
  • 12.3.Mergers and Acquisitions Analysis

13.Company Profiles

  • 13.1.yieldHUB*
    • 13.1.1.Company Overview
    • 13.1.2.Product Portfolio and Description
    • 13.1.3.Financial Overview
    • 13.1.4.Key Developments
  • 13.2.yieldWerx.
  • 13.3.Synopsys, Inc.
  • 13.4.KLA Corporation
  • 13.5.DR YIELD software & solutions GmbH
  • 13.6.Test Research, Inc.
  • 13.7.Synopsys, Inc.
  • 13.8.XDM Technology Co., Ltd.
  • 13.9.Skyverse
  • 13.10.Hitachi

LIST NOT EXHAUSTIVE

14.Appendix

  • 14.1.About Us and Services
  • 14.2.Contact Us