This report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market’s historic and forecast market growth by geography.
The anomaly detection solution market size has grown rapidly in recent years. It will grow from $8.08 billion in 2024 to $9.48 billion in 2025 at a compound annual growth rate (CAGR) of 17.3%. The growth in the historic period can be attributed to focus on customer data protection, rising demand for anomaly detection in energy sector, increasing complexity of IT infrastructure, rising demand for anomaly detection in energy sector, demand for anomaly detection in retail sector.
The anomaly detection solution market size is expected to see rapid growth in the next few years. It will grow to $18 billion in 2029 at a compound annual growth rate (CAGR) of 17.4%. The growth in the forecast period can be attributed to increasing adoption of IoT devices, increasing cybersecurity threats, increasing adoption of cloud computing, rising fraud incidents, rise in insider threats. Major trends in the forecast period include expansion of digital banking, expansion of digital transformation, integration of anomaly detection in SIEM, advancements in deep learning algorithms, adoption of DeVos practices.
The growing adoption of IoT devices is expected to drive the growth of the anomaly detection solution market in the future. IoT devices are physical objects equipped with sensors, software, and other technologies that enable them to connect and share data with other devices and systems over the Internet. Anomaly detection solutions are employed in IoT devices using various techniques to identify unusual events or patterns that deviate from the expected behavior of the system, which is essential for the successful deployment and operation of IoT applications. For example, in September 2024, IoT Analytics GmbH, a Germany-based organization, reported that the number of connected IoT devices reached 16.6 billion by the end of 2023, reflecting a 15% increase from 2022. The organization predicts an additional 13% growth, estimating a total of 18.8 billion devices by the end of 2024. Furthermore, the anticipated number of connected IoT devices is projected to surge to 40 billion by 2030, indicating a significant increase from the last market update in 2023. Thus, the rising adoption of IoT devices is propelling the growth of the anomaly detection solution market.
Leading players in the anomaly detection solution market are directing their efforts towards pioneering AI advancements, notably AI-driven cloud anomaly detection solutions, to effectively tackle the complexities associated with identifying threats in cloud environments. These solutions harness artificial intelligence to discern and prioritize anomalous activities within an organization's cloud infrastructure, leveraging AI algorithms to continuously learn and adapt to the customer's environment. By surfacing suspicious behavior while minimizing false positives, these AI-driven solutions enable organizations to proactively address security threats. For instance, in November 2023, Rapid7 Inc., a US-based software company, unveiled its AI-driven cloud anomaly detection solution. Powered by AI-driven, agentless detection capabilities, this innovation swiftly identifies and prioritizes anomalous activity within cloud environments. Moreover, its adaptive learning capabilities ensure ongoing refinement, significantly reducing false positives and empowering security teams to swiftly investigate and respond to active threats with precision.
In September 2023, WatchGuard Technologies, a network security company based in the United States, successfully acquired CyGlass Inc. for an undisclosed sum. This strategic move is geared towards fortifying WatchGuard's standing in the cybersecurity market. The acquisition enables WatchGuard to deliver cutting-edge solutions, utilizing AI-based detection, thereby enhancing security measures for a wider customer base and fostering revenue growth opportunities for partners. CyGlass Inc., a US-based company, specializes in the development of anomaly detection solutions and network-centric threat detection and response solutions.
Major companies operating in the anomaly detection solution market are Google LLC, Microsoft Corporation, Dell Technologies Inc., Amazon Web Services, Intel Corporation, International Business Machines Corporation., Cisco Systems Inc., Oracle Corporation, Broadcom Inc., Hewlett Packard Enterprise, Vmware, NetApp Inc., Palo Alto Networks Inc., Fortinet Inc., SAS Institute Inc., F5 Networks Inc., Splunk Inc., Check Point Software Technologies Ltd., Trend Micro Incorporated, CrowdStrike Holdings Inc., Proofpoint Inc., FireEye Inc., SolarWinds Corporation, Rapid7 Inc., Darktrace Limited.
North America was the largest region in the anomaly detection solution market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the anomaly detection solution market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. The countries covered in the anomaly detection solution market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.
The anomaly detection solutions market consist of revenues earned by entities by providing services such as real-time anomaly detection, historical data analysis, custom model development, visualization and reporting, anomaly investigation support, and consulting and training services. The market value includes the value of related goods sold by the service provider or included within the service offering. The anomaly detection solutions market also includes of sales of health monitoring tools, predictive maintenance systems, anomaly detection APIs and SDKs, and anomaly detection appliances. Values in this market are ‘factory gate’ values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.
The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).
An anomaly detection solution is a system or method crafted to pinpoint patterns or instances in data that significantly deviate from the norm or expected behavior. Renowned for its versatility in identifying abnormal patterns or events in data, this solution finds utility across diverse industries and applications.
The primary types of anomaly detection solutions encompass statistical anomaly detection, machine learning anomaly detection, and hybrid anomaly detection. Statistical anomaly detection entails identifying anomalies or outliers in data through statistical techniques, incorporating various technologies such as big data analytics, data mining, business intelligence, as well as machine learning and artificial intelligence. It finds application in a spectrum of domains including network security, fraud detection, risk management, intrusion detection, and equipment health monitoring. Industries utilizing these solutions span banking, financial services, and insurance (BFSI), retail and e-commerce, healthcare, information technology and telecom, manufacturing, energy and utilities, government and defense, among others.
The anomaly detection solution market research report is one of a series of new reports that provides anomaly detection solution market statistics, including anomaly detection solution industry global market size, regional shares, competitors with an anomaly detection solution market share, detailed anomaly detection solution market segments, market trends and opportunities, and any further data you may need to thrive in the anomaly detection solution industry. This anomaly detection solution market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.
The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.
This product will be delivered within 3-5 business days.
The anomaly detection solution market size has grown rapidly in recent years. It will grow from $8.08 billion in 2024 to $9.48 billion in 2025 at a compound annual growth rate (CAGR) of 17.3%. The growth in the historic period can be attributed to focus on customer data protection, rising demand for anomaly detection in energy sector, increasing complexity of IT infrastructure, rising demand for anomaly detection in energy sector, demand for anomaly detection in retail sector.
The anomaly detection solution market size is expected to see rapid growth in the next few years. It will grow to $18 billion in 2029 at a compound annual growth rate (CAGR) of 17.4%. The growth in the forecast period can be attributed to increasing adoption of IoT devices, increasing cybersecurity threats, increasing adoption of cloud computing, rising fraud incidents, rise in insider threats. Major trends in the forecast period include expansion of digital banking, expansion of digital transformation, integration of anomaly detection in SIEM, advancements in deep learning algorithms, adoption of DeVos practices.
The growing adoption of IoT devices is expected to drive the growth of the anomaly detection solution market in the future. IoT devices are physical objects equipped with sensors, software, and other technologies that enable them to connect and share data with other devices and systems over the Internet. Anomaly detection solutions are employed in IoT devices using various techniques to identify unusual events or patterns that deviate from the expected behavior of the system, which is essential for the successful deployment and operation of IoT applications. For example, in September 2024, IoT Analytics GmbH, a Germany-based organization, reported that the number of connected IoT devices reached 16.6 billion by the end of 2023, reflecting a 15% increase from 2022. The organization predicts an additional 13% growth, estimating a total of 18.8 billion devices by the end of 2024. Furthermore, the anticipated number of connected IoT devices is projected to surge to 40 billion by 2030, indicating a significant increase from the last market update in 2023. Thus, the rising adoption of IoT devices is propelling the growth of the anomaly detection solution market.
Leading players in the anomaly detection solution market are directing their efforts towards pioneering AI advancements, notably AI-driven cloud anomaly detection solutions, to effectively tackle the complexities associated with identifying threats in cloud environments. These solutions harness artificial intelligence to discern and prioritize anomalous activities within an organization's cloud infrastructure, leveraging AI algorithms to continuously learn and adapt to the customer's environment. By surfacing suspicious behavior while minimizing false positives, these AI-driven solutions enable organizations to proactively address security threats. For instance, in November 2023, Rapid7 Inc., a US-based software company, unveiled its AI-driven cloud anomaly detection solution. Powered by AI-driven, agentless detection capabilities, this innovation swiftly identifies and prioritizes anomalous activity within cloud environments. Moreover, its adaptive learning capabilities ensure ongoing refinement, significantly reducing false positives and empowering security teams to swiftly investigate and respond to active threats with precision.
In September 2023, WatchGuard Technologies, a network security company based in the United States, successfully acquired CyGlass Inc. for an undisclosed sum. This strategic move is geared towards fortifying WatchGuard's standing in the cybersecurity market. The acquisition enables WatchGuard to deliver cutting-edge solutions, utilizing AI-based detection, thereby enhancing security measures for a wider customer base and fostering revenue growth opportunities for partners. CyGlass Inc., a US-based company, specializes in the development of anomaly detection solutions and network-centric threat detection and response solutions.
Major companies operating in the anomaly detection solution market are Google LLC, Microsoft Corporation, Dell Technologies Inc., Amazon Web Services, Intel Corporation, International Business Machines Corporation., Cisco Systems Inc., Oracle Corporation, Broadcom Inc., Hewlett Packard Enterprise, Vmware, NetApp Inc., Palo Alto Networks Inc., Fortinet Inc., SAS Institute Inc., F5 Networks Inc., Splunk Inc., Check Point Software Technologies Ltd., Trend Micro Incorporated, CrowdStrike Holdings Inc., Proofpoint Inc., FireEye Inc., SolarWinds Corporation, Rapid7 Inc., Darktrace Limited.
North America was the largest region in the anomaly detection solution market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the anomaly detection solution market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. The countries covered in the anomaly detection solution market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.
The anomaly detection solutions market consist of revenues earned by entities by providing services such as real-time anomaly detection, historical data analysis, custom model development, visualization and reporting, anomaly investigation support, and consulting and training services. The market value includes the value of related goods sold by the service provider or included within the service offering. The anomaly detection solutions market also includes of sales of health monitoring tools, predictive maintenance systems, anomaly detection APIs and SDKs, and anomaly detection appliances. Values in this market are ‘factory gate’ values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.
The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).
An anomaly detection solution is a system or method crafted to pinpoint patterns or instances in data that significantly deviate from the norm or expected behavior. Renowned for its versatility in identifying abnormal patterns or events in data, this solution finds utility across diverse industries and applications.
The primary types of anomaly detection solutions encompass statistical anomaly detection, machine learning anomaly detection, and hybrid anomaly detection. Statistical anomaly detection entails identifying anomalies or outliers in data through statistical techniques, incorporating various technologies such as big data analytics, data mining, business intelligence, as well as machine learning and artificial intelligence. It finds application in a spectrum of domains including network security, fraud detection, risk management, intrusion detection, and equipment health monitoring. Industries utilizing these solutions span banking, financial services, and insurance (BFSI), retail and e-commerce, healthcare, information technology and telecom, manufacturing, energy and utilities, government and defense, among others.
The anomaly detection solution market research report is one of a series of new reports that provides anomaly detection solution market statistics, including anomaly detection solution industry global market size, regional shares, competitors with an anomaly detection solution market share, detailed anomaly detection solution market segments, market trends and opportunities, and any further data you may need to thrive in the anomaly detection solution industry. This anomaly detection solution market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.
The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.
This product will be delivered within 3-5 business days.
Table of Contents
1. Executive Summary2. Anomaly Detection Solution Market Characteristics3. Anomaly Detection Solution Market Trends and Strategies4. Anomaly Detection Solution Market - Macro Economic Scenario Including the Impact of Interest Rates, Inflation, Geopolitics, and the Recovery from COVID-19 on the Market32. Global Anomaly Detection Solution Market Competitive Benchmarking and Dashboard33. Key Mergers and Acquisitions in the Anomaly Detection Solution Market34. Recent Developments in the Anomaly Detection Solution Market
5. Global Anomaly Detection Solution Growth Analysis and Strategic Analysis Framework
6. Anomaly Detection Solution Market Segmentation
7. Anomaly Detection Solution Market Regional and Country Analysis
8. Asia-Pacific Anomaly Detection Solution Market
9. China Anomaly Detection Solution Market
10. India Anomaly Detection Solution Market
11. Japan Anomaly Detection Solution Market
12. Australia Anomaly Detection Solution Market
13. Indonesia Anomaly Detection Solution Market
14. South Korea Anomaly Detection Solution Market
15. Western Europe Anomaly Detection Solution Market
16. UK Anomaly Detection Solution Market
17. Germany Anomaly Detection Solution Market
18. France Anomaly Detection Solution Market
19. Italy Anomaly Detection Solution Market
20. Spain Anomaly Detection Solution Market
21. Eastern Europe Anomaly Detection Solution Market
22. Russia Anomaly Detection Solution Market
23. North America Anomaly Detection Solution Market
24. USA Anomaly Detection Solution Market
25. Canada Anomaly Detection Solution Market
26. South America Anomaly Detection Solution Market
27. Brazil Anomaly Detection Solution Market
28. Middle East Anomaly Detection Solution Market
29. Africa Anomaly Detection Solution Market
30. Anomaly Detection Solution Market Competitive Landscape and Company Profiles
31. Anomaly Detection Solution Market Other Major and Innovative Companies
35. Anomaly Detection Solution Market High Potential Countries, Segments and Strategies
36. Appendix
Executive Summary
Anomaly Detection Solution Global Market Report 2025 provides strategists, marketers and senior management with the critical information they need to assess the market.This report focuses on anomaly detection solution market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.
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Description
Where is the largest and fastest growing market for anomaly detection solution? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The anomaly detection solution market global report answers all these questions and many more.The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market’s historic and forecast market growth by geography.
- The market characteristics section of the report defines and explains the market.
- The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
- The forecasts are made after considering the major factors currently impacting the market. These include:
- The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.
- Market segmentations break down the market into sub markets.
- The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
- The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
- The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.
Scope
Markets Covered:
1) By Type: Statistical Anomaly Detection; Machine Learning Anomaly Detection; Hybrid Anomaly Detection2) By Technology: Big Data Analytics; Data Mining And Business Intelligence; Machine Learning And Artificial Intelligence
3) By Application: Network Security; Fraud Detection; Risk Management; Intrusion Detection; Equipment Health Monitoring; Other Applications
4) By Industry Vertical: Banking, Financial Services, And Insurance (BFSI); Retail And E-Commerce; Healthcare; Information Technology And Telecom; Manufacturing; Energy And Utilities; Government And Defense; Other Industry Verticals
Subsegments:
1) By Statistical Anomaly Detection: Time Series Analysis; Control Chart Methods; Z-Score Analysis2) By Machine Learning Anomaly Detection: Supervised Learning Models; Unsupervised Learning Models; Deep Learning Approaches
3) By Hybrid Anomaly Detection: Combining Statistical And Machine Learning Techniques; Ensemble Methods; Model Stacking Approaches
Key Companies Mentioned: Google LLC; Microsoft Corporation; Dell Technologies Inc.; Amazon Web Services; Intel Corporation
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time Series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita.
Data Segmentation: Country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery Format: PDF, Word and Excel Data Dashboard.
Companies Mentioned
Some of the major companies featured in this Anomaly Detection Solution market report include:- Google LLC
- Microsoft Corporation
- Dell Technologies Inc.
- Amazon Web Services
- Intel Corporation
- International Business Machines Corporation.
- Cisco Systems Inc.
- Oracle Corporation
- Broadcom Inc.
- Hewlett Packard Enterprise
- Vmware
- NetApp Inc.
- Palo Alto Networks Inc.
- Fortinet Inc.
- SAS Institute Inc.
- F5 Networks Inc.
- Splunk Inc.
- Check Point Software Technologies Ltd.
- Trend Micro Incorporated
- CrowdStrike Holdings Inc.
- Proofpoint Inc.
- FireEye Inc.
- SolarWinds Corporation
- Rapid7 Inc.
- Darktrace Limited
Table Information
| Report Attribute | Details |
|---|---|
| No. of Pages | 200 |
| Published | March 2025 |
| Forecast Period | 2025 - 2029 |
| Estimated Market Value ( USD | $ 9.48 Billion |
| Forecasted Market Value ( USD | $ 18 Billion |
| Compound Annual Growth Rate | 17.4% |
| Regions Covered | Global |
| No. of Companies Mentioned | 26 |
