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全球半導體良率管理解決方案市場 - 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個工作天內

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簡介目錄

概述

全球半導體良率管理解決方案市場將於 2023 年達到 12 億美元,預計到 2031 年將達到 23 億美元,2024-2031 年預測期間複合年成長率為 8.5%。

半導體在電信、汽車和電子等多個領域的需求量很大。良率管理系統對於半導體製造商滿足最終用戶的要求至關重要。半導體企業不斷需要降低生產成本並提高營運效率。透過識別和修正產量限制問題、整個生產流程最佳化和產量最大化,產量管理解決方案可協助企業節省成本並提高獲利能力。

日本半導體企業擴大將人工智慧(AI)和機器學習(ML)能力納入其良率管理系統中。 2022年日本半導體產業擴張積極動能明顯。透過製程技術和本地製造工廠的突破,日本將其領先地位擴大到 CIS 和 MCU 等專業應用領域。該國的目標是到 2024 年生產用於汽車和手機的複雜邏輯晶片。

北美是一個主導地區,因為一些著名的半導體企業、技術供應商和解決方案供應商的主要辦公室或大量存在都位於北美。這些業務促進創新,提供全面的良率管理解決方案並滿足全球半導體生產商的各種需求。半導體生產商、代工廠和研究機構之間的策略聯盟和合作在北美企業中很常見。這些合作促進了針對特定行業要求的客製化產量管理解決方案的開發和採用。

動力學

全球半導體產業擴張

半導體產業的全球擴張推動了半導體產量的激增。為了提高整體良率並簡化生產程序,由於半導體公司和代工廠的發展,對良率管理系統的需求不斷增加。隨著產業的擴展,更先進的半導體技術正在得到更廣泛的應用。其中涵蓋了 3D 整合、製程節點和汽車電子和人工智慧晶片等專業應用的進步。這些複雜的技術需要複雜的產量管理系統來管理製造複雜性、識別問題和提高產量。

這家全球半導體公司非常重視產品的可靠性。良率管理系統對於確保半導體製造商能夠在實現高良率的同時維持有限的品質標準至關重要。對品質和可靠性的重視推動了產量管理系統的採用。半導體產業的成長推動了產量管理產品的技術發展。為了滿足半導體製造商不斷變化的需求,供應商投資開發日益複雜的分析、機器學習演算法和即時監控功能。由於它們提供了更實用、更有效的產量管理解決方案,這些技術進步推動了市場的成長。

半導體製造的複雜性不斷增加

半導體產業不斷推動小型化進程,採用較小的工程節點(例如,7nm、5nm 及以上)。良率管理問題隨著製程節點的大小呈指數級成長。儘管減少幾何形狀帶來了困難,但良率管理系統對於發現缺陷、簡化程序和確保高良率至關重要。由於半導體技術的進步,積體電路目前提供了更高的電晶體密度。在更小的空間內增加電晶體的密度會導致製造缺陷和錯誤的可能性更高。良率管理解決方案有助於分析和解決這些問題,以提高整體晶片良率。

半導體製造涉及許多複雜的工藝,包括光刻、蝕刻、放置和晶圓測試。此製程的每個階段都會影響半導體裝置的最終產量。良率管理工具透過提供對生產過程每個階段的洞察來促進最佳化和減少缺陷。由於材料品質、設備差異、環境變化和生產過程變化等變量,半導體製造自然是不可預測的。為了有效地調節和最佳化流程,產量管理系統使用統計分析、機器學習演算法和歷史資料來分析和預測變異性。

初始投資成本高

對於中小型半導體生產商或產業新參與者來說,部署半導體良率管理技術所涉及的高額前期支出是進入障礙。企業可能會發現很難進行必要的首次投資,這會減少市場競爭和創新。預算限制甚至阻礙了成熟的半導體企業採用良率管理技術,特別是在產業週期性或金融危機時期。對尖端收益管理系統的投資可能會因有限的資本支出預算而被推遲或阻礙。

在評估半導體良率管理技術時,企業必須根據投資報酬率 (ROI) 來評估前期支出。圍繞著投資回報的困惑,特別是關於更高的收益率、更低的製造成本和更好的品質等可觀察到的優勢,可能會使潛在客戶的決策過程變得複雜。除了原始投資費用外,半導體公司還必須考慮整個軟體生命週期的總擁有成本 (TCO)。其中包括持續的維護、更新、支援、培訓和整合費用,所有這些都會增加整體成本並影響採用的可能性。

目錄

第 1 章:方法與範圍

  • 研究方法論
  • 報告的研究目的和範圍

第 2 章:定義與概述

第 3 章:執行摘要

  • 按組件分類的片段
  • 部署片段
  • 按應用程式片段
  • 最終使用者的片段
  • 按地區分類的片段

第 4 章:動力學

  • 影響因素
    • 促進要素
      • 全球半導體產業擴張
      • 半導體製造的複雜性不斷增加
    • 限制
      • 初始投資成本高
    • 機會
    • 影響分析

第 5 章:產業分析

  • 波特五力分析
  • 供應鏈分析
  • 定價分析
  • 監管分析
  • 俄烏戰爭影響分析
  • DMI 意見

第 6 章:COVID-19 分析

  • COVID-19 分析
    • COVID-19 之前的情況
    • COVID-19 期間的情況
    • COVID-19 後的情景
  • COVID-19 期間的定價動態
  • 供需譜
  • 疫情期間政府與市場相關的舉措
  • 製造商策略舉措
  • 結論

第 7 章:按組件

  • 軟體
    • 產量分析軟體
    • 資料管理與整合軟體
    • 資料管理與整合軟體
    • 故障檢測與分類 (FDC) 軟體
    • 產量監控軟體
    • 先進製程控制 (APC) 軟體
    • 其他
  • 服務
    • 諮詢
    • 訓練
    • 一體化
    • 維護
    • 監控

第 8 章:透過部署

  • 本地部署
  • 基於雲端的

第 9 章:按申請

  • 前端半導體製造
  • 後端半導體製造

第 10 章:最終用戶

  • 半導體製造商
  • 鑄造廠
  • 整合設備製造商 (IDM)
  • 外包半導體封裝和測試 (OSAT) 供應商

第 11 章:按地區

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 法國
    • 義大利
    • 西班牙
    • 歐洲其他地區
  • 南美洲
    • 巴西
    • 阿根廷
    • 南美洲其他地區
  • 亞太
    • 中國
    • 印度
    • 日本
    • 澳洲
    • 亞太其他地區
  • 中東和非洲

第 12 章:競爭格局

  • 競爭場景
  • 市場定位/佔有率分析
  • 併購分析

第 13 章:公司簡介

  • yieldHUB
    • 公司簡介
    • 產品組合和描述
    • 財務概覽
    • 主要進展
  • yieldWerx.
  • Synopsys, Inc.
  • KLA Corporation
  • DR YIELD software & solutions GmbH
  • Test Research, Inc.
  • Synopsys, Inc.
  • XDM Technology Co., Ltd.
  • Skyverse
  • Hitachi

第 14 章:附錄

簡介目錄
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