Global Anomaly Detection Market

Fraud detection and prevention refers to the strategies accepted to discover and avoid attempts to secure money or property by deception. Fraud detection and prevention services help organizations analyze huge and complex data sets to detect anomalies, reduce false positives, and provide end-to-end advanced fraud management solutions. The main types of fraud detection and prevention are check fraud, identity fraud, internet/online fraud, investment fraud, payment fraud, insurance fraud, and other fraud types including mortgage fraud, insider fraud, and mobile fraud. Check fraud refers to automated check image analysis utilizing powerful software to detect small corrections that may not be visible to the human eye alone. These tools look at fixed information on the check such as payer’s details, signature line placement, font, check size, and serial number. The deployment modes used in fraud detection and prevention are on-premise and cloud and the various solutions provided include fraud analytics, authentication, reporting, and visualization. Fraud detection and prevention are used in insurance claims, money laundering, and electronic payment in small and medium enterprises (SMEs), and large enterprises. The fraud detection and prevention market research report is one of a series of new reports from The Business Research Company that provides fraud detection and prevention market statistics, including fraud detection and prevention industry global market size, regional shares, competitors with a fraud detection and prevention market share, detailed fraud detection and prevention market segments, market trends and opportunities, and any further data you may need to thrive in the fraud detection and prevention industry. This fraud detection and prevention market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global fraud detection and prevention market size grew from $33.58 billion in 2022 to $41.91 billion in 2023, at a compound annual growth rate (CAGR) of 24.8%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The fraud detection and prevention market size is expected to grow to $102.45 billion in 2027 at a CAGR of 25.0%. An increase in the frequency of cyberattacks and frauds is driving the growth of the fraud detection and prevention market. The International Criminal Police Organization's judgement of the impact of COVID-19 on cybercrime has demonstrated an important target shift from individuals and small businesses to major corporations. For instance, in 2020, according to Interpol, in the pandemic, with businesses and firms immediately installing remote systems and networks to help staff work from home, criminals are taking advantage of enlarged security vulnerabilities to steal data, generate profits, and cause disruption. Within 4 months, from January to April, INTERPOL detected around 48,000 malicious URLs, 737 incidents related to the malware, and 907,000 spam messages. Therefore, the increase in the frequency of cyberattacks and frauds is driving the growth of the fraud detection and prevention market. Technological advancement is a key trend gaining popularity in the fraud detection and prevention market. Technological advancement is the discovery of knowledge that advances the understanding of technology. For instance, in October 2022, DG Financial Technology Inc. (DGFT), a Japan-based service provider company, partnered with Scudetto Corporation, a Japan-based company specializing in online fraud prevention, and launched Sift Digital Trust & Safety Suite (Sift), an artificial intelligence (AI)-built fraud detection solution. Sift is a fraud detection and prevention solution that uses artificial intelligence to detect fraud and abuse in the e-commerce space and online, including credit card fraud and account takeover, to reduce the damage from chargebacks and other fraudulent activities by streamlining fraud prevention operations and increasing revenue. In September 2021, TransUnion, a US-based financial information platform has acquired Neustar for an undisclosed amount. The acquisition is expected to advance TransUnion’s strategy to expand from its credit solutions with supportive digital marketing and fraud mitigation capabilities. Neustar, Inc., is an American technology company that offers real-time information and analytics for the Internet, risk, and digital performance. Major players in the fraud detection and prevention market are IBM Corporation, FICO, Oracle Corporation, SAS Institute, BAE Systems, DXC Technology, SAP SE, ACI Worldwide, Fiserv, Inc., ThreatMetrix Company, NICE System Ltd., F5 Networks Inc., Equifax Inc., Cybersource Corporation, and Global Payments Inc. North America was the largest region in the fraud detection and prevention market in 2022. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the fraud detection and prevention market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the fraud detection and prevention market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, the UK, and the USA. The fraud detection and prevention market consists of revenues earned by entities that provide protection against fraudulent activities that can involve a broad range of cases such as money laundering, cybersecurity threats, tax evasion, and fraudulent insurance claims. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. 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). 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. The global fraud detection and prevention market is segmented - 1) By Fraud Type: Check Fraud, Identity Fraud, Internet /Online Fraud, Investment Fraud, Payment Frauds, Insurance Fraud, Other Fraud Types 2) By Deployment Mode: Cloud, On-premises 3) By Solution: Fraud Analytics, Authentication, Reporting, Visualisation, Other Solutions 4) By Application: Insurance claims, Money laundering, Electronic Payment 5) By End User: Small and Medium Enterprises (SMEs), Large Enterprises

Fraud hunters refers to the process of screening and distinguishing authenticated data, such as customer application data, from fraudulent data, which can lead to various types of fraud. Fraud hunters are used to prevent, identify, and stop fraudsters and provide uninterrupted service to the customers through accurate application fraud prevention. The main types of fraud hunters are financial statement fraud, healthcare, insurance, banking fraud, consumer fraud, intellectual property fraud, and other types. Financial statement fraud refers to the intentional manipulation of a company's financial statements, whether by exclusion or exaggeration, to give a false picture of the company's financial situation, performance, or cash flow. The various organization sizes are SMEs and large organizations. These are used in defense, government, banks and financial institutions, and a variety of other settings. The fraud hunters market research report is one of a series of new reports from The Business Research Company that provides fraud hunters market statistics, including fraud hunters industry global market size, regional shares, competitors with a fraud hunters market share, detailed fraud hunters market segments, market trends and opportunities, and any further data you may need to thrive in the fraud hunters industry. This fraud hunter's market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global fraud hunters market size grew from $6.35 billion in 2022 to $7.41 billion in 2023 at a compound annual growth rate (CAGR) of 16.8%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The fraud hunters market size is expected to grow to $13.35 billion in 2027 at a CAGR of 15.8%. The rise in intellectual and financial theft is expected to propel the growth of the fraud hunter market going forward. Intellectual theft refers to the moment of stealing creative expressions, inventions, symbols, or logos in the form of trade secrets, trademarks, copyrights, or patents that belong to a particular person or company. Fraud hunters help web and mobile service owners monitor users’ usage and investigate potential misuses to reduce intellectual and financial theft. For instance, according to the Federal Trade Commission, a US-based independent agency of the United States government, consumers reported losing more than $5.8 billion to fraud in 2021, an increase of more than 70% over 2020. It received fraud reports from more than 2.8 million consumers in 2020, with the category of imposter scams accounting for more than $2.3 billion, followed by $392 million in reported losses from online shopping scams in 2020. Therefore, the rise in intellectual and financial theft is driving the growth of the fraud hunting market. The rising use of artificial intelligence and machine learning is the key trend gaining popularity in the fraud hunting market. Major companies operating in the fraud hunter market are focused on the use of artificial intelligence and machine learning to sustain their position in the fraud hunter market. For instance, July 2021, Microsoft Corporation, a US-based technology corporation launched MLSEC.IO, an educational Machine Learning Security Evasion Competition (MLSEC) to give the AI and security communities a chance to practice actual AI system attacks. The competition, which Microsoft is hosting and sponsoring along with NVIDIA, CUJO AI, VM-Ray, and MRG Effitas, awards competitors who successfully avoid AI-based malware detectors and AI-based phishing detectors. In July 2021, Broadcom, the a US-based manufacturer of a wide range of semiconductor and infrastructure software products, acquired SAS Institute Inc., for a deal amount between $15 billion and $20 billion. With this acquisition, Broadcom would wholly acquire SAS Institute Inc., Also, this acquisition enables Broadcom to strengthen its infrastructure software solution business. SAS Institute Inc., is a US-based company engaged in the development of a SAS platform for fraud detection and prevention solutions. Major players in the fraud hunters market are Experian Information Solutions Inc., Oracle Corporation, IBM Corporation, FICO, Fiserv Inc., FIS Inc., NCR Corporation, Fraud Hunter, Zoi, Equifax Inc., Riskified, Sift, Signifyd, and Forter. North America was the largest region in the fraud hunt market in 2022. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in this fraud hunters market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the fraud hunters market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The fraud hunters market consists of revenues earned by entities by providing fraud hunters that are used to detect potentially fraudulent applications. 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). 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. The global fraud hunters market is segmented - 1) By Type of Fraud: Financial Statement Fraud, Healthcare, Insurance and Banking Fraud, Consumer Fraud, Intellectual Property Fraud, Other Types of Fraud 2) By Organisation Size: SMEs, Large Organizations 3) By Application: Defense, Government, Banks and Financial Institution, Other Applications

The insurance fraud detection is an identification and prevention method of fraudulent activities related to money or insurance. Numerous software-based solutions are used to analyze historic patterns and incidents to predict future occurrences. Insurance fraud detection is generally used by organizations for fraud analytics, authentication, governance, risk, and compliance to safeguard databases and identify vulnerabilities. The main deployment types of insurance fraud detection are on-premises and cloud. On-premises insurance fraud detection refers to software that is implemented and activated on computers on the premises of the individual or using the software, instead of at a distant facility such as a server farm or cloud. The various components of insurance fraud detection include solutions, and services that are used by small and medium-sized enterprises (SMEs), and large enterprises. The applications of insurance fraud detection are claims fraud, identity theft, payment and billing fraud, and money laundering that are used across various end-users such as insurance companies, insurance intermediaries, agents and brokers, and other end-users. The insurance fraud detection market research report is one of a series of new reports from The Business Research Company that provides insurance fraud detection market statistics, including insurance fraud detection industry global market size, regional shares, competitors with an insurance fraud detection market share, detailed insurance fraud detection market segments, market trends and opportunities, and any further data you may need to thrive in the insurance fraud detection industry. This insurance fraud detection 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 global insurance fraud detection market size grew from $5.2 billion in 2022 to $6.4 billion in 2023 at a compound annual growth rate (CAGR) of 23.1%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The insurance fraud detection market size is expected to grow to $15.07 billion in 2027 at a CAGR of 23.9%. The increase in cyberattacks is expected to propel the growth of the insurance fraud detection market. A cyberattack is a dangerous and intentional attempt by an individual or organization to gain access to another person's or organization's data. Insurance companies are an excellent target for cyber-attacks since they have access to a large amount of personal policyholder data. Compared to other industries, which hold mainly sensitive financial data, insurers typically also collect a large amount of protected personal sensitive information. For instance, the FBI’s Internet Crime Complaint Centre (IC3), a website that provides users with a standardized process and interfaces for reporting suspected cybercrime or other illicit online activities in the US, saw a 69% increase in the number of cybercrimes reported received in 2020 compared to 2019 in the US. On average, in 2020, the FBI received 2,000 cybercrime reports per day. Therefore, an increase in cyberattacks is driving the growth of the insurance fraud detection market. Technological advancements are a key trend gaining popularity in the insurance fraud detection market. Many companies are offering new solutions with upgraded technologies to improve the monitoring and identification of insurance fraud claims for their customers. For instance, in December 2021, Crawford & Company, a US-based independent claims management company, launched the Crawford Intelligent Fraud Detection solution. This innovative solution combines human expertise with forensic analysis, leveraging DXC Luxoft's Financial Crimes Intelligence platform in collaboration with IBM to improve the detection and management of fraudulent claims. Crawford's significant knowledge and skills are leveraged in this solution, which uses AI to assist customers in detecting and managing insurance fraud. In February 2022, Charles Taylor InsureTech, a UK-based software provider for the insurance industry acquired the majority share of Fraud Keeper for an undisclosed amount. The acquisition is expected to enable Fraud Keeper to bring its proven technology to new markets and client situations globally. Additionally, the deal complements Charles Taylor’s counter-fraud strategy, its specialist investigation services investigations division. Fraud Keeper is a UK-based company that allows detecting, preventing, mitigating, and managing fraudulent transactions in the insurance sector. Major players in the insurance fraud detection market are ACI Worldwide Inc., BAE Systems, BRIDGEi2i Analytics Solutions Pvt. Ltd., Datawalk Inc., DXC Technology Co., Experian PLC, Fair Isaac Corp., Fiserv Inc., FRISS, IBM Corp., Iovation Inc., Kount Inc., LexisNexis, Oracle Corp., Scorto Inc., TransUnion LLC, Wipro Ltd., Accenture, CI Worldwide Inc., Equifax Inc., and Perceptiviti. North America was the largest region in the insurance fraud detection market in 2022. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the insurance fraud detection market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the insurance fraud detection market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, and USA. The insurance fraud detection includes revenues earned by entities by statistical data analysis services, multi-layered process, behavioral biometrics services, adaptive and predictive analytics servies. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. 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). 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. The global insurance fraud detection market is segmented - 1) By Deployment Type: On-Premises, Cloud 2) By Component: Solution, Services 3) By Organization Size: Small And Medium-Sized Enterprises (SMEs), Large Enterprises 4) By Application: Claims Fraud, Identity Theft, Payment And Billing Fraud, Money Laundering 5) By End User: Insurance Companies, Agents And Brokers, Insurance Intermediaries, Other End Users

Healthcare fraud analytics refers to on-premise and on-demand analytical solutions that assist in identifying issues such as duplication/repetition of claims and errors in claim healthcare operations and applications. Healthcare fraud analytics aims to help healthcare companies to audit their accounts and find out fraudulent activities in various transactions. It identifies frauds related to billings, claims, prepayment, post payments, and payment integrity. The main type of solutions in healthcare fraud analytics are descriptive analytics, predictive analytics, prescriptive analytics. Descriptive analytics is a process of using current and historical data to identify trends and relationships. Healthcare fraud analytic solutions are deployed on-premise and on-demand, and they are widely used for insurance claims review, postpayment review, prepayment review, pharmacy billing misuse, payment integrity, other applications. Healthcare fraud analytics are used by public & government agencies, private insurance payers, third-party service providers. The healthcare fraud analytics market research report is one of a series of new reports from The Business Research Company that provides healthcare fraud analytics market statistics, including healthcare fraud analytics industry global market size, regional shares, competitors with a healthcare fraud analytics market share, detailed healthcare fraud analytics market segments, market trends and opportunities, and any further data you may need to thrive in the healthcare fraud analytics industry. This healthcare fraud analytics 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 global healthcare fraud analytics market size grew from $2.43 billion in 2022 to $3.09 billion in 2023 at a compound annual growth rate (CAGR) of 27.0%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The healthcare fraud analytics market size is expected to grow to $8 billion in 2027 at a CAGR of 26.9%. A large number of fraudulent activities in the healthcare sector contribute to the growth of the healthcare fraud analytics market. Medical providers, patients, and third parties who intentionally deceive the healthcare system into acquiring unlawful benefits can commit fraud based on deception or misrepresentation. These fraud and abuse involve kickbacks, billing, billing for services not provided, medical testing, and other fraudulent activities. For instance, according to Blue Cross Blue Shield Association, a US-based federation, in 2021, The National Heath Care Anti-Fraud Association estimated that health care fraud costs the nation about $68 billion annually, about 3 percent of the nation's $2.26 trillion in health care spending. Other estimates range as high as 10 percent of annual health care expenditure, or $230 billion. Thus, the increasing number of fraudulent activities in healthcare is contributing to the growth of the healthcare fraud market. Adopting and developing new technologies is a key trend gaining popularity in the healthcare fraud analytics market. The major companies are focusing on launching statistical data analytical and artificial intelligence (AI)-driven product and services to strengthen their market position. These fraud detection techniques perform various statistical operations, including data mining, regression analysis, machine learning, pattern recognition, supervised learning, unsupervised learning, and others. For instance, In December 2020, Codoxo, a US-based, AI-driven solution for healthcare, launched a healthcare integrity suite that gives health agencies unique insights and solutions for identifying risks and controlling costs in clinical care, network management, and payment integrity, provider education, and special investigative units. The suite includes fraud, provider, insight, network, clinical, and payment scope in its application. In June 2020, Sharecare, an Atlanta-based digital health company, acquired WhiteHatAI for an undisclosed amount. With this acquisition, Sharecare will integrate the WhiteHatAI, an AI-driven suite across portfolios that will help detect FWA before it occurs, improving healthcare organizations' efficiency and effectiveness. WhiteHatAI is a US-based healthcare AI company for healthcare payment integrity and fraud, waste, and abuse prevention. Major players in the healthcare fraud analytics market are International Business Machines Corporation (IBM), Optum, Inc., SAS Institute, Inc., Change Healthcare, EXL Service Holdings, Inc., Cotiviti, Wipro Limited, Conduent, Inc., Hindustan Computers Limited Technologies Limited, CGI Inc., DXC Technology Company, Northrop Grumman Corporation, LexisNexis Group, Pondera Solutions, WhiteHatAI, Healthcare Fraud Shield, FraudLens, FraudScope, HMS Holding Corp., Fair, Isaac and Company(FICO), Qlarant, Inc., Codoxo, H20.ai, and OSP Labs, Sharecare, Inc., North America was the largest region in the healthcare fraud analytics market in 2022. North America is expected to be the fastest-growing region in the forecast period. The regions covered in healthcare fraud analytics market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the healthcare fraud analytics market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The healthcare fraud analytics market includes revenues earned by entities by providing services such as fraud detection, predictive analytics, and Medicaid. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. 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). 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. The global healthcare fraud analytics market is segmented - 1) By Solution Type: Descriptive Analytics, Predictive Analytics, Prescriptive Analytics 2) By Delivery Model: On-Premise, On-Demand 3) By Application: Insurance Claims Review, Postpayment Review, Prepayment Review, Pharmacy Billing Misuse, Payment Integrity, Other Applications 4) By End User: Public & Government Agencies, Private Insurance Payers, Third-Party Service Providers

Artificial intelligence is a wide-ranging branch of computer science-related with building smart machines that can perform tasks that require human intelligence. The main technology types of artificial intelligence services are machine learning, computer vision, natural language processing (NLP), and others. Machine learning is an artificial intelligence (AI) program that allows systems to automatically learn and improve from experience without being explicitly programmed. The various software tools used include web-based and cloud application programming interface, processing and modeler, archiving, and data storage that are used to provide managed services and professional services. The services are used by different end users such as banking, financial, and insurance (BFSI), IT and telecom, retail, manufacturing, public sector, energy and utility, and healthcare, among others. The artificial intelligence (AI) services market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI) services market statistics, including artificial intelligence (AI) services industry global market size, regional shares, competitors with an artificial intelligence (AI) services market share, detailed artificial intelligence (AI) services market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence (AI) services industry. This artificial intelligence (AI) services market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global artificial intelligence services market size will grow from $12.39 billion in 2022 to $18.34 billion in 2023 at a compound annual growth rate (CAGR) of 48.0%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The global artificial intelligence services market size is expected to grow to $55.38 billion in 2027 at a CAGR of 31.8%. The rise in the adoption of cloud-based solutions is a key factor driving the growth of the artificial intelligence services market. Artificial intelligence (AI) as a service lets businesses experiment with AI for different activities without a high initial investment. Experimentation enables many cloud computing platforms to check different machine learning algorithms and helps streamline how data is analyzed and managed. Businesses are deeply interested in cloud-based machine learning, which lets them experiment through their services and help their clients make informed decisions based on the data. For instance, in March 2020, Google announced the beta launch of Cloud AI Platform Pipelines, which provides its customers with repeatable machine learning pipelines that can be installed easily and used for machine learning workflows securely. The integration of AI applications into its cloud draws more customers, thus enhancing market growth over the forecast period. Therefore, the rise in the adoption of cloud-based solutions is expected to drive the growth of the artificial intelligence services market. The risks associated with data breaches and hacks are hampering the growth of the artificial intelligence services market. The World Economic Forum (WEF) has cautioned that new technologies such as the Internet of Things, artificial intelligence, and quantum computing can turn around human lives, but may also make society more vulnerable to cyber-attacks. It was stated that attacks occur on average once every 39 seconds and a single breach could cost as much as $150 million in 2020. Although companies and organizations are aware of these risks, breach activity still takes around six months to detect, and the long delays between original network breach and security responses allow hackers to take advantage of significant quantities of data. According to the State of the breach June 2020, about 16 billion records including credit card numbers, phone numbers, home addresses, and other sensitive information were exposed through data breaches since 2019. Therefore, the risks associated with data breaches and hacking hampers the growth of the artificial intelligence services market. The use of artificial intelligence as a service for human interaction with machines using natural language processing (NLP) is a key trend shaping the artificial intelligence services market. Natural language processing (NLP) is a type of artificial intelligence that explains how human language and computers interact. Machine translation is an enormous technology for NLP that enables us to overcome the challenges to contact people from all over the world and to understand software manuals and catalogs written in a foreign language. For instance, the Livox app, a customizable application in 25 languages helps the disabled to communicate. In January 2021, ServiceNow, a US-based provider of information technology management software for companies, acquired Element AI for $230 million. The acquisition of Element AI would significantly strengthen ServiceNow's commitment to developing the most intelligent workflow platform in the world, allowing staff members to work more quickly and intelligently, simplify business choices, and reach new heights of productivity. Element Ai is a Canada-based artificial intelligence (AI) company. Major players in the artificial intelligence services market are Intel Corp., International Business Machines Corp., Microsoft Corp., SAP SE, SAS Institute Inc., Amazon.com Inc., Salesforce, Google LLC., Oracle Corporation, Fair Isaac Corporation, Alphabet Inc., Apple Inc., CognitiveScale, Inc., Baidu, Inc., BigML, H2O.ai and Baidu Inc. Asia-Pacific was the largest region in the artificial intelligence services market in 2022. North America was the second largest region in the global artificial intelligence services market. The regions covered in the global artificial intelligence services market are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the artificial intelligence services market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK and USA. The artificial intelligence services market includes revenues earned by entities by providing AI services that are used in telecommunications, government, retail, defense and healthcare. Companies in the artificial intelligence market provide outsourced services to cater to business requirements. AI as a service enables individuals and businesses to use AI for different purposes, without significant initial investment and with lower risk. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. 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). 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. The global artificial intelligence services market is segmented - 1) By Technology: Machine Learning, Computer Vision, Natural Language Processing (NLP), Other Technology 2) By Services Type: Managed Services, Professional Services 3) By Software Tools: Web-based and Cloud Application Programming Interface, Processing and Modeler, Archiving and Data Storage 4) By Application Type: Fraud Detection, Data Analytics & Visualization, Customer Service and Management, Rsik Management, Compliance & Security 5) By End-User: Banking, Financial, and Insurance (BFSI), IT & Telecom, Retail, Manufacturing, Public Sector, Energy & Utility, Healthcare, Other End-Users

Information technology (IT) is the use of computers, storage, networking and other physical devices, infrastructure and processes to create, process, store, secure and exchange all forms of electronic data. The main type of information technology (IT) are IT services, computer hardware, telecom, and software products. Computer hardware is the physical components that a computer system requires to function and encompasses everything within a PC or laptop. The services are used by large, small, and medium enterprises of financial services, retail and wholesale, manufacturing, healthcare and others. The information technology (IT) market research report is one of a series of new reports from The Business Research Company that provides information technology (IT) market statistics, including information technology (IT) industry global market size, regional shares, competitors with information technology (IT) market share, detailed information technology (IT) market segments, market trends and opportunities, and any further data you may need to thrive in the information technology (IT) industry. This information technology (IT) market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global information technology market grew from $8179.48 billion in 2022 to $8852.41 billion in 2023 at a compound annual growth rate (CAGR) of 8.2%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The information technology market is expected to grow to $11995.97 billion in 2027 at a CAGR of 7.9%. The demand for cloud computing services is expected to drive the demand for IT services during the forecast period. In the cloud computing model, data is stored on the internet by a cloud computing provider, who manages and operates data storage as a service. Many companies are now choosing applications hosted in the cloud for their day-to-day operations. For example, according to statistics provided by hostingtribunal.com, 60% of computing workloads were running in the public cloud in 2019. Similarly, 94% of enterprise workloads are expected to be processed by cloud data centers in 2021. Companies are also opting for cloud-based data storage, thus boosting the demand for IT services. The outbreak of COVID-19 disease (COVID-19) has acted as a significant restraint on the information technology market in 2020 as supply chains were disrupted due to trade restrictions and employees working for these establishments faced difficulties related to infrastructure and communication owing to lockdowns imposed by governments globally, forcing them to work from home. COVID-19 is an infectious disease with flu-like symptoms including fever, cough, and difficulty in breathing. The virus was first identified in 2019 in Wuhan, Hubei province of the People’s Republic of China and spread globally, including Western Europe, North America, and Asia. Steps by national governments to contain the transmission have resulted in a decline in economic activity, with countries entering a state of 'lock down,' and the outbreak had a negative impact on businesses throughout 2020 and into 2021. However, it is expected that the information technology market will recover from the shock across the forecast period as it is a 'black swan event and not related to ongoing or fundamental weaknesses in the market or the global economy. Over the past five years there has been an increasing prevalence of low cost open source alternatives. Open source has become a preferred platform for developing new technology. In the past, software publishers would open source software that was not making money, but now companies are open sourcing software to increase their presence and share in the market. Supabase, a YC-incubated startup that offers developers an open-source alternative, announced that it had raised a $6 million in funding to create new open-source tools. Major companies in the information technology (IT) market include Apple, Microsoft, Verizon Communications, China Mobile, AT&T Inc., Huawei, Deutsche Telekom AG, Dell Technologies Inc., Samsung Electronics Co., Ltd. and Comcast Corporation. Asia-Pacific was the largest region in the information technology (IT) market in 2022. North America was the second largest region of the information technology market. The regions covered in the information technology market are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the information technology (IT) market are Argentina, Australia, Austria, Belgium, Brazil, Canada, Chile, China, Colombia, Czech Republic, Denmark, Egypt, Finland, France, Germany, Hong Kong, India, Indonesia, Ireland, Israel, Italy, Japan, Malaysia, Mexico, Netherlands, New Zealand, Nigeria, Norway, Peru, Philippines, Poland, Portugal, Romania, Russia, Saudi Arabia, Singapore, South Africa, South Korea, Spain, Sweden, Switzerland, Thailand, Turkey, UAE, UK, USA, Venezuela and Vietnam. Major companies in the information technology (IT) market include Apple, Microsoft, Verizon Communications, China Mobile, AT&T Inc., Huawei, Deutsche Telekom AG, Dell Technologies Inc., Samsung Electronics Co., Ltd. and Comcast Corporation. Asia-Pacific was the largest region in the information technology (IT) market in 2022. North America was the second largest region of the information technology market. The regions covered in the information technology market are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa. The countries covered in the information technology (IT) market are Argentina, Australia, Austria, Belgium, Brazil, Canada, Chile, China, Colombia, Czech Republic, Denmark, Egypt, Finland, France, Germany, Hong Kong, India, Indonesia, Ireland, Israel, Italy, Japan, Malaysia, Mexico, Netherlands, New Zealand, Nigeria, Norway, Peru, Philippines, Poland, Portugal, Romania, Russia, Saudi Arabia, Singapore, South Africa, South Korea, Spain, Sweden, Switzerland, Thailand, Turkey, UAE, UK, USA, Venezuela and Vietnam. The information technology (IT) market consists of revenues earned by entities by providing IT services such as computer networking, broadcasting, systems design services and information distribution technologies like television and telephones and other equipment used during the process. The market value includes the value of related goods sold by the service provider or included within the service offering. The information technology market also includes sales of computers, computer peripherals and telecommunications equipment which are used in providing IT services. 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. Only goods and services traded between entities or sold to end consumers are included. 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). 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. The global information technology market is segmented - 1) By Type: IT Services, Computer Hardware, Telecom, Software Products 2) By Organization Size: Large Enterprise, Small and Medium Enterprise 3) End User Industry: Financial Services, Retail & Wholesale, Manufacturing, Healthcare, Other End User Industries Subsegments Covered: Hardware Support Services, Software And BPO Services, Cloud Services, Computer Peripheral Equipment, Computer Storage Devices And Servers, Computers, Wireless Telecommunication Carriers, Wired Telecommunication Carriers, Communications Hardware, Satellite & Telecommunication Resellers, Operating Systems & Productivity Software Publishing, Database, Storage & Backup Software Publishing, Business Analytics & Enterprise Software, Video Game Software, Design, Editing & Rendering Software

RegTech, or regulatory technology, is a set of enterprises that employ cloud computing technology and software-as-a-service (SaaS) to assist businesses in complying with regulations more efficiently and cost-effectively. RegTech's primary functions are regulatory surveillance, monitoring, and compliance. The RegTech IS engaged in providing regulatory processes within the financial industry via advanced technologies. The main types of components in RegTech are solutions and services. The RegTech services reduce the threats such as cyberattacks, security breaches, or money laundering by using regulatory-driven transformations. The different modes of deployment include cloud, on-premises and are deployed in various organization sizes such as large enterprises, small and medium-sized enterprises (SMEs). It is used in risk and compliance management, identity management, regulatory reporting, anti-money laundering (AML) and fraud management, regulatory intelligence, and is implemented in several verticals such as banks, insurance companies, fintech firms, it and telecom, public sector, energy and utilities, others. The RegTech market research report is one of a series of new reports from The Business Research Company that provides RegTech market statistics, including RegTech industry global market size, regional shares, competitors with a RegTech market share, detailed RegTech market segments, market trends and opportunities, and any further data you may need to thrive in the RegTech industry. This RegTech market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global regtech market size grew from $9.93 billion in 2022 to $12.37 billion in 2023 at a compound annual growth rate (CAGR) of 24.5%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The regtech market size is expected to grow to $30.4 billion in 2027 at a CAGR of 25.2%. The rising number of fraudulent activities such as money laundering in the financial sector is expected to propel the growth of the RegTech market in the forecast period. Fraudulent activities such as money laundering have increased and therefore financial organizations need a more powerful RegTech framework that can help risk and compliance teams manage the deluge of ever-increasing regulatory compliance and progressively sophisticated breaches successfully. For example, in 2022, according to a report published by LexisNexis Risk Solutions, a US-based global data and analytics company, the costs of fraud for U.S. and Canadian financial services companies are rising. U.S. financial services companies pay $4.23 instead of $3.64 for every $1 lost to fraud, a 16.2% increase. Canadian financial services companies' costs increased by 19.6%, from $3.16 in 2020 to $3.78 in 2022. Thus, the rising number of fraudulent activities increases the demand for the RegTech market. The application of AI, ML, and blockchain technologies has emerged as a key trend in the RegTech market. Major companies operating in the RegTech sector are increasingly adopting AI, ML, and blockchain technologies to automate processes such as data management analysis and due diligence. For instance, in January 2021, Darktrace, a UK-based AI cyber security company launched the fifth version of autonomous response technology for general accessibility, allowing businesses to benefit from the cloud while also safeguarding themselves from new cyber-threats. Compliance with regulations including GDPR, HIPAA, and the DFS Cyber Security Regulations adds to the long list of issues that security professionals face. In November 2022, Regnology, a Germany-based software provider specializing in regulatory reporting solutions, acquired b.fine for an undisclosed amount. This acquisition improves the integration of SupTech and RegTech and leverages powerful connections to provide more automated and standardized procedures to new clients throughout Europe and beyond. b.fine a Belgian RegTech company that helps financial institutions improve the reporting process. Major players in the regtech market are Abside RegTech, Accuity, ACTICO, Acuant Inc., Ascent Technologies Inc., BearingPoint Software Solutions GmbH, Broadridge Financial Solutions Inc., BWise Beheer B.V., Compliance Solutions Strategies, Sysnet Global Solutions, Trulioo, ComplyAdvantage, Fenergo, IBM Corporation, Infrasoft Technologies, Jumio, London Stock Exchange Group plc, MetricStream Inc., NICE Actimize, RIMES Technologies Corporation, and VERMEG. North America was the largest region in the regtech market in 2022. The regions covered in the RegTech report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the regtech market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The RegTech market includes revenues earned by entities by client identification, monitoring, reporting, data protection, data warehousing and analytics, legal and regulatory analysis, training and general compliance. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. 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). 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. The global regtech market is segmented - 1) By Component: Solutions, Services 2) By Deployment Type: Cloud, On-Premises 3) By Organization Size: Large Enterprises, Small and Medium-sized Enterprises (SMEs) 4) By Application: Risk And Compliance Management, Identity Management, Regulatory Reporting, Anti-Money laundering (AML) And Fraud Management, Regulatory Intelligence 5) By End User: Banks, Insurance Companies, FinTech Firms, IT And Telecom, Public Sector, Energy And Utilities, Other End Users

Cybersecurity is a practice of protecting the network, computers, mobile devices, hardware, electronic systems and data from digital or malicious attacks. It is also known as electronic information security and information technology security. The main security types of cybersecurity services are network security, endpoint security, application security, cloud security, and others. Endpoint security is the process of preventing malicious actors and campaigns from exploiting endpoints or entry points of end-user devices such as desktops, laptops, and mobile devices. The services are used by large enterprises, small and medium enterprises of various industry verticals such as aerospace and defense, BFSI, public sector, retail, healthcare, IT and telecom, energy and utilities, manufacturing, and others. The cybersecurity services market research report is one of a series of new reports from The Business Research Company that provides cybersecurity services market statistics, including cybersecurity services industry global market size, regional shares, competitors with a cybersecurity services market share, detailed cybersecurity services market segments, market trends and opportunities, and any further data you may need to thrive in the cybersecurity services industry. This cybersecurity services market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global cybersecurity services market size will grow from $81 billion in 2022 to $90.56 billion in 2023 at a compound annual growth rate (CAGR) of 11.8%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The global cybersecurity services market size is expected to grow to $139.24 billion in 2027 at a CAGR of 11.4%. The increasing instances of massive cyber-attacks are a key factor driving the growth of the cybersecurity services market. The primary motive behind cybercrimes is political competition, financial gain, negative credibility, foreign competition and radical involvement of religious groups. Most cyber-attacks are for financial gain. WannaCry, Petya, NotPetya, and BadRabbit are some of the main ransomware products that have targeted large-scale businesses and government organizations. According to cyber security experts, ransomware threats rose by 40% to 199.7 million attacks worldwide in Q3 of 2020. In Q3 2020, Ryuk ransomware threats rose to 67.3 million, which is 33.7% of all ransomware incidents this year. The ransomware implications included inaccessibility to various municipal facilities, information leakage, and economic loss. Therefore, the increasing instances of massive cyber-attacks compel companies to integrate cybersecurity in their systems and functionality to prevent crashing thereby driving the growth of the cybersecurity services market. Use of Pirated and open source cybersecurity solutions, Dearth of cybersecurity expertise for proactive strategic planning, Limited security budget among SMEs, Lack of interoperability with the existing information systems, High cost of innovations and budget constraints for SMEs, and Lack of training and inadequate workforce are the major factors hampering the growth of the cybersecurity services market. Leveraging AI, machine learning, and blockchain technologies for cyber defense is a key trend in the cybersecurity services market. Cybersecurity vendors integrate artificial intelligence (AI) and machine learning principles into their solutions to tackle crucial hyper-connected workplace risks, with quicker identification, prevention, and responsiveness capabilities, the advances in technology, such as AI and machine learning, turn the tables against cybercrime. Vade Secure is one of the world's largest e-mail security firms, leveraging artificial intelligence and machine learning to defend more than 600 million mailboxes in 76 countries from a range of attacks comprising spear phishing, ransomware, and malware. In June 2020, the firm received an investment of more than $75 million from General Catalyst and plans to extend the use of AI to secure inboxes all over the globe. Cybersecurity specialists are therefore leveraging AI and machine learning technology to resolve the emerging cyber threats facing individuals, companies, and governments. Major players in the cybersecurity services market are Cisco Systems, IBM Corporation, Microsoft, Check Point Software Technologies, Oracle, Trend Micro., Cyber Ark Software Ltd., FireEye Inc., Imperva Inc., ProofPoint, Inc., Micro Focus, RSA Security, Sophos, Splunk, Accenture, Capgemini, Cognizant, HCL Technologies Limited, Tata Consultancy Services, Wipro Limited, Qualys, Dell Technologies Inc., AVG Technologies NV and Intel Security (Intel Corporation). North America was the largest region in the cybersecurity services market in 2022. Asia-Pacific was the second largest region in the global cybersecurity services market. The regions covered in the global cybersecurity services market are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the cybersecurity services market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK and USA. The cybersecurity services market includes revenues earned by entities by providing services such as network security, application security, information security and operational security. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. 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). 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. The global cybersecurity services market is segmented - 1) By Security Type: Network Security, Endpoint Security, Application Security, Cloud Security, Other Security Types 2) By User Type: Large Enterprises, Small & Medium Enterprises 3) By Industry Verticals: Aerospace and Defense, BFSI, Public sector, Retail, Healthcare, IT and Telecom, Energy and Utilities, Manufacturing, Other Industry Verticals