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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1328627

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1328627

Anomaly Detection

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Table of Contents

What`s New for 2023?

»Special coverage on Russia-Ukraine war; global inflation; easing of "zero-Covid" policy in China and its `bumpy` reopening; supply chain disruptions, global trade tensions; and risk of recession.

»Global competitiveness and key competitor percentage market shares

» Market presence across multiple geographies - Strong/Active/Niche/Trivial

»Online interactive peer-to-peer collaborative bespoke updates

»Access to our digital archives and MarketGlass Research Platform

»Complimentary updates for one year

Looking Ahead to 2023

The global economy is at a critical crossroads with a number of interlocking challenges and crises running in parallel. The uncertainty around how Russia`s war on Ukraine will play out this year and the war`s role in creating global instability means that the trouble on the inflation front is not over yet. Food and fuel inflation will remain a persistent economic problem. Higher retail inflation will impact consumer confidence and spending. As governments combat inflation by raising interest rates, new job creation will slowdown and impact economic activity and growth. Lower capital expenditure is in the offing as companies go slow on investments, held back by inflation worries and weaker demand. With slower growth and high inflation, developed markets seem primed to enter into a recession. Fears of new COVID outbreaks and China's already uncertain post-pandemic path poses a real risk of the world experiencing more acute supply chain pain and manufacturing disruptions this year. Volatile financial markets, growing trade tensions, stricter regulatory environment and pressure to mainstream climate change into economic decisions will compound the complexity of challenges faced. Year 2023 is expected to be tough year for most markets, investors and consumers. Nevertheless, there is always opportunity for businesses and their leaders who can chart a path forward with resilience and adaptability.

Global Anomaly Detection Market to Reach $15.2 Billion by 2030

In the changed post COVID-19 business landscape, the global market for Anomaly Detection estimated at US$4.8 Billion in the year 2022, is projected to reach a revised size of US$15.2 Billion by 2030, growing at aCAGR of 15.5% over the period 2022-2030. Solutions, one of the segments analyzed in the report, is projected to record 16% CAGR and reach US$11.6 Billion by the end of the analysis period. Taking into account the ongoing post pandemic recovery, growth in the Services segment is readjusted to a revised 13.9% CAGR for the next 8-year period.

The U.S. Market is Estimated at $2.1 Billion, While China is Forecast to Grow at 16.2% CAGR

The Anomaly Detection market in the U.S. is estimated at US$2.1 Billion in the year 2022. China, the world`s second largest economy, is forecast to reach a projected market size of US$1.8 Billion by the year 2030 trailing a CAGR of 16.2% over the analysis period 2022 to 2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 14.7% and 14.3% respectively over the 2022-2030 period. Within Europe, Germany is forecast to grow at approximately 15.5% CAGR.

Select Competitors (Total 94 Featured) -

  • Cisco Systems, Inc.
  • Broadcom Inc.
  • Accenture PLC
  • Analog Devices, Inc.
  • Amazon Web Services, Inc.
  • Aims Innovation
  • BigML, Inc.
  • Arundo Analytics, Inc.
  • Aquant
  • C3.ai, Inc.
  • Adacotech
  • Avenga
  • Aqueduct Technologies, Inc.
  • Alexis Networks, Inc.
  • Acerta Analytics Solutions, Inc.
Show more
Product Code: MCP10297

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • The Race Between the Virus & Vaccines Intensifies. Amidst this Chaotic Battle, Where is the World Economy Headed?
    • Progress on Vaccinations: Why Should Businesses Care?
    • COVID-19-Led Shift to Remote Working
    • Industries Expedite Digital Transformation Strategies: AI Gains Significant Interest
    • Applications of AI in War against the Pandemic
    • Machine Learning Benefits Healthcare Organizations
    • Retailers Rely on AI to Stay Afloat & Embrace New Normal
    • Competitive Scenario
    • Anomaly Detection - Global Key Competitors Percentage Market Share in 2022 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2022 (E)
    • Global Market Prospects & Outlook
    • Emerging Threat Landscape Augurs Well for Global Anomaly Detection Market
    • Anomaly Detection Goes Common with Favorable Trends & Drivers
    • With IMF's Upward Revision of Global GDP Forecasts, Most Companies are Bullish about an Economic Comeback Despite a Continuing Pandemic
    • A Strong Yet Exceedingly Patchy & Uncertain Recovery Shaped by New Variants Comes Into Play: World Economic Growth Projections (Real GDP, Annual % Change) for 2020 through 2022
    • Easing Unemployment Levels in 2021 Although Moderate Will Infuse Hope for Industries Reliant on Consumer Discretionary Incomes: Global Number of Unemployed People (In Million) for Years 2019, 2020, 2021, and 2022
    • Analysis by Technology
    • Global Anomaly Detection Market by Component (2021 & 2027): Percentage Breakdown of Revenues for Solutions, and Services
    • Global Anomaly Detection Market by Technology (2021 & 2027): Percentage Breakdown of Revenues for Big Data Analytics, Data Mining & Business Intelligence, and Machine Learning & Artificial Intelligence
    • Analysis by End-Use
    • Global Anomaly Detection Market by End-Use (2021 & 2027): Percentage Breakdown of Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare, and Other End-Uses
    • Regional Analysis
    • World Anomaly Detection Market by Region (2021 & 2027): Percentage Breakdown of Revenues for Developed and Developing Regions
    • World Data Governance Market - Geographic Regions Ranked by CAGR (Revenues) for 2020-2027: China, Asia-Pacific, USA, Europe, Japan, Canada, and Rest of World
    • An Introduction to Anomaly Detection
    • Technique Categories
    • Anomaly Detection Settings
    • Time-Series Anomalies: Types & Detection Methods
    • Benefits and Use Cases of Anomaly Detection
    • Applications
    • Recent Market Activity
    • Select Global Brands
    • Emphasis on Technology Adoption Elicits AI Implementation in Manufacturing Industry
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • The Pace of Digital Transformation to Determine Pace of Demand for Anomaly Detection
    • Digital Transformation by Industry: 2020
    • Industry Adoption of Artificial Intelligence (AI) by Function: 2020
    • Anomaly Detection Emerges as Future-Proof Strategy for Businesses
    • Anomaly Detection, Analytics & Cognitive Intelligence
    • Real-Time Anomaly Detection & Analytics Get Intertwined with Cognitive Intelligence
    • Real-Time Anomaly Detection in Clusters
    • Trends in Big Data to Shape Future of AI and Anomaly Detection
    • Edge Computing Critical to IoT Anomaly Detection
    • Hosting at Edge to Drive Growth
    • Global Edge Computing Market in US$ Billion: 2020, 2024, and 2026
    • Convergence of AI and IoT to Bring in Efficiencies
    • Global Breakdown of Investments in Manufacturing IoT (in US$ Billion) for the Years 2016, 2018, 2020 and 2025
    • Industry 4.0 Technologies with Strongest Impact on Organizations: 2020
    • ML-based Anomaly Detection
    • Machine Learning and AI-Assisted Platforms Personalize Customer Experiences in Marketing Applications Leading to Demand Growth of Anomaly Detection
    • MLAD Holds Potential to Identify Anomalies
    • Anomaly Detection: Real Opportunities to Identify Time-Series Data Anomalies
    • Anomalous Data Detection with Self-Supervised Learning: A Review
    • Anomaly Detection Emerges as Hot Trend in Ad Tech Landscape
    • Financial Sector: AI and ML Offer Numerous Gains for Anomaly Detection
    • Top Technology Investments in BFSI Sector: 2021
    • Post Pandemic Focus of Banks on Digital Transformation to Benefit Anomaly Detection: % of Organizations Citing Priority for 2020
    • Anomaly Detection through AI Technology Steps into Manufacturing Space to Transform Diverse Aspects
    • Industrial AI to Influence Manufacturing in a Major Way
    • Industrial IoT, Robotics and Big Data to Stimulate Anomaly Detection
    • Global Investments on Industry 4.0 Technologies (in US$ Billion) for the Years 2017, 2020, & 2023
    • Global Predictive Maintenance by Market in US$ Billion for Years 2020, 2022, 2024, and 2026
    • Challenges in Anomaly Detection
    • Ad Fraud: The Implications & Anomaly Detection
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Anomaly Detection by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 2: World Historic Review for Anomaly Detection by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 3: World 15-Year Perspective for Anomaly Detection by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2015, 2023 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 5: World Historic Review for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 6: World 15-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 8: World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 9: World 15-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Big Data Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 11: World Historic Review for Big Data Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 12: World 15-Year Perspective for Big Data Analytics by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Data Mining & Business Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 14: World Historic Review for Data Mining & Business Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 15: World 15-Year Perspective for Data Mining & Business Intelligence by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Machine Learning & Artificial Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 17: World Historic Review for Machine Learning & Artificial Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 18: World 15-Year Perspective for Machine Learning & Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 19: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 20: World Historic Review for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 21: World 15-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for IT & Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 23: World Historic Review for IT & Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 24: World 15-Year Perspective for IT & Telecom by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 25: World Recent Past, Current & Future Analysis for Government & Defense by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 26: World Historic Review for Government & Defense by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 27: World 15-Year Perspective for Government & Defense by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 29: World Historic Review for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 30: World 15-Year Perspective for Manufacturing by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 31: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 32: World Historic Review for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 33: World 15-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 34: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 35: World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 36: World 15-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2023 & 2030
    • TABLE 37: World Anomaly Detection Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2023 (E)
    • TABLE 38: USA Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 39: USA Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 40: USA 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 41: USA Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 42: USA Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 43: USA 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 44: USA Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 45: USA Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 46: USA 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • CANADA
    • Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Canada for 2022 (E)
    • TABLE 47: Canada Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 48: Canada Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 49: Canada 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 50: Canada Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 51: Canada Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 52: Canada 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 53: Canada Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 54: Canada Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 55: Canada 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • JAPAN
    • Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2023 (E)
    • TABLE 56: Japan Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 57: Japan Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 58: Japan 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 59: Japan Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 60: Japan Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 61: Japan 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 62: Japan Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 63: Japan Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 64: Japan 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • CHINA
    • TABLE 65: China Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 66: China Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 67: China 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 68: China Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 69: China Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 70: China 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 71: China Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 72: China Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 73: China 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • EUROPE
    • Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2023 (E)
    • TABLE 74: Europe Recent Past, Current & Future Analysis for Anomaly Detection by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2022 through 2030 and % CAGR
    • TABLE 75: Europe Historic Review for Anomaly Detection by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 76: Europe 15-Year Perspective for Anomaly Detection by Geographic Region - Percentage Breakdown of Value Revenues for France, Germany, Italy, UK and Rest of Europe Markets for Years 2015, 2023 & 2030
    • TABLE 77: Europe Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 78: Europe Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 79: Europe 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 80: Europe Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 81: Europe Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 82: Europe 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 83: Europe Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 84: Europe Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 85: Europe 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • FRANCE
    • TABLE 86: France Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 87: France Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 88: France 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 89: France Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 90: France Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 91: France 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 92: France Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 93: France Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 94: France 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • GERMANY
    • TABLE 95: Germany Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 96: Germany Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 97: Germany 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 98: Germany Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 99: Germany Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 100: Germany 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 101: Germany Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 102: Germany Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 103: Germany 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • ITALY
    • TABLE 104: Italy Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 105: Italy Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 106: Italy 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 107: Italy Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 108: Italy Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 109: Italy 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 110: Italy Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 111: Italy Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 112: Italy 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • UNITED KINGDOM
    • TABLE 113: UK Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 114: UK Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 115: UK 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 116: UK Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 117: UK Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 118: UK 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 119: UK Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 120: UK Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 121: UK 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • REST OF EUROPE
    • TABLE 122: Rest of Europe Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 123: Rest of Europe Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 124: Rest of Europe 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 125: Rest of Europe Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 126: Rest of Europe Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 127: Rest of Europe 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 128: Rest of Europe Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 129: Rest of Europe Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 130: Rest of Europe 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • ASIA-PACIFIC
    • Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2023 (E)
    • TABLE 131: Asia-Pacific Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 132: Asia-Pacific Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 133: Asia-Pacific 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 134: Asia-Pacific Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 135: Asia-Pacific Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 136: Asia-Pacific 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 137: Asia-Pacific Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 138: Asia-Pacific Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 139: Asia-Pacific 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030
  • REST OF WORLD
    • TABLE 140: Rest of World Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 141: Rest of World Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 142: Rest of World 15-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2023 & 2030
    • TABLE 143: Rest of World Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 144: Rest of World Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 145: Rest of World 15-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2023 & 2030
    • TABLE 146: Rest of World Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2022 through 2030 and % CAGR
    • TABLE 147: Rest of World Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2021 and % CAGR
    • TABLE 148: Rest of World 15-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2023 & 2030

IV. COMPETITION

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