Artificial intelligence (AI) is a simulation of the human intelligence in machines that are programmed to think and behave like humans. AI helps to complete the job quickly and with relatively few errors. The main technologies in artificial intelligence (AI) in drug discovery are deep learning and machine learning. Deep learning is a machine learning and artificial intelligence (AI) technique that mimics how humans acquire knowledge. Data science, which covers statistics and predictive modelling, incorporates deep learning as a key component. The different drug types include small molecule, large molecules and involves various types of therapies such as c, others. It is implemented in several end-users including pharmaceutical companies, biopharmaceutical companies, academic and research institutes, others. The artificial intelligence (AI) in drug discovery market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI) in drug discovery market statistics, including artificial intelligence (AI) in drug discovery industry global market size, regional shares, competitors with a artificial intelligence (AI) in drug discovery market share, detailed artificial intelligence (AI) in drug discovery market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence (AI) in drug discovery industry. This artificial intelligence (AI) in drug discovery 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 (ai) in drug discovery market size will grow from $1.04 billion in 2022 to $1.38 billion in 2023 at a compound annual growth rate (CAGR) of 31.9%. 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 (ai) in drug discovery market size is expected to grow to $3.74 billion in 2027 at a CAGR of 28.4%. The rise in demand for a reduction in the overall time taken for the drug discovery process is a key driver propelling the growth of the artificial intelligence (AI) in drug discovery market. Traditionally, it takes three to five years for animal models to identify and optimize molecules before they are evaluated in humans whereas start-ups based on AI have been identifying and designing new drugs in a matter of few days or months. For instance, in 2020, the British start-up Exscientia and Japan's Sumitomo Dainippon Pharma have used artificial intelligence to produce an obsessive-compulsive disorder (OCD) medication, decreasing the development time from four years to less than one year. The reduction in overall time taken for the drug discovery process drives the artificial intelligence (AI) in drug discovery market’s growth. The shortage of skilled professionals is expected to hamper the AI in drug discovery market. The employees have to re-train or learn new skill sets to work efficiently on the complex AI machines to get the desired results for the drug. The shortage of skills acts as a major hindrance to drug discovery through AI, discouraging companies to adopt AI-based machines for drug discovery. in 2020, according to a study by National Skills Coalition, one-third of America's workers lacked digital skills. This figure accounted for 18% of workers with only a few skills and 13% with no digital abilities. Major companies operating in the AI drug delivery market are adopting strategic collaborations to research and discover drugs using AI and are gaining significant popularity in the artificial intelligence in drug discovery market. For instance, in August 2022, Atomwise, a US-based artificial intelligence systems company, partnered with Sanofi. The partnership aimed at computationally identifying and investigating up to five pharmacological targets using the Atomwise AI-powered AtomNet technology. To find, create, and advance lead compounds for up to five Sanofi-exclusive targets, Atomwise received a $20 million upfront payment from Sanofi. Sanofi is a French pharmaceutical and healthcare company. In July 2020, Curi Bio, a leading developer of human iPSC-based platforms for drug discovery, acquired Dana Solutions for an undisclosed amount. This acquisition will give Curi Bio access to Dana's AI/ML platforms for modelling cell and tissue phenotype, automated platform for contractility analysis of beating cardiomyocyte and platform for predictive safety pharmacology. Dana Solutions is a leading AI solutions provider for the life sciences industry. Major players in the artificial intelligence (AI) in drug discovery market are IBM Corporation, Microsoft, Atomwise Inc., Deep Genomics, Cloud Pharmaceuticals, Insilico Medicine, Benevolent AI, Exscientia, Cyclica and BIOAGE. North America was the largest region in the artificial intelligence (AI) in drug discovery market in 2022. Western Europe was the second largest region in the global artificial intelligence (AI) in drug discovery market. The regions covered in the global artificial intelligence (AI) in drug discovery market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the artificial intelligence (AI) in drug discovery market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The artificial intelligence (AI) in drug discovery market includes revenues earned by entities by offering AI for drug discovery. Artificial Intelligence (AI) for drug discovery is a technology that uses a simulation of the human intelligence process by machines to tackle complex problems in the drug discovery process. It helps to find new molecules to identify drug targets and develop personalized medicines in the pharmaceutical industry. 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 artificial intelligence (AI) in drug discovery market is segmented - 1) By Technology: Deep Learning, Machine Learning 2) By Drug Type: Small Molecule, Large Molecules 3) By Therapeutic Type: Metabolic Disease, Cardiovascular Disease, Oncology, Neurodegenerative Diseases, Other Therapeutics 4) By End-Users: Pharmaceutical Companies, Biopharmaceutical Companies, Academic And Research Institutes, Other End-Users

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

Telehealth is engaged in providing telehealth services for the smooth functioning of healthcare services. Telehealth is the use of electronic data and telecommunications technology to promote long-distance medical healthcare services, patient and professional health education, public health, and health management. Technologies comprise streaming media, teleconferencing, the Web, store-and-forward imaging, and terrestrial and wireless communications. The main types of telehealth solutions include software, services, and hardware that are delivered on-premise and through the cloud. These are used by healthcare providers, patients, and payers across various healthcare applications, including teleradiology, teleconsultation, tele-ICU, telestroke, telepsychiatry, and teledermatology. The telehealth market research report is one of a series of new reports from The Business Research Company that provides telehealth market statistics, including telehealth industry global market size, regional shares, competitors with a telehealth market share, detailed telehealth market segments, market trends and opportunities, and any further data you may need to thrive in the telehealth industry. This telehealth 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 telehealth market size grew from $102.98 billion in 2022 to $132.63 billion in 2023 at a compound annual growth rate (CAGR) of 28.8%. 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 telehealth market size is expected to grow to $349.11 billion in 2027 at a CAGR of 27.4%. The outbreak of COVID-19 propelled the growth of the telehealth market. Telehealth is recognized to be an effective tool in the fight against the COVID-19 pandemic, to prevent the spread of the virus due to travelling to clinics and hospitals. Individuals, both patients and healthcare providers, are increasingly moving towards these online platforms. For instance, Teladoc Health, a virtual healthcare company based in the USA, has seen a huge increase in virtual visits, with an increase of 92% in total visits in the first quarter. Teladoc announced that the US subscription amounted to 43 million users in the first quarter of 2020, up 61% from 27 million users in the same quarter in 2019. Therefore, the outbreak of COVID-19 contributed to the growth of the telehealth market. The data security concern associated with the potential mishandling of patient data is expected to hamper the growth of the telehealth market in the coming years. The healthcare sector is digitizing business management and data management systems and is introducing new technologies to increase performance and minimize costs, but many weaknesses have been identified in this technology in several cases. The healthcare sector is regularly targeted by cyber-criminals who are searching for some tool in their armor to carry out their hacks, and several of these attacks have been successful. According to the Healthcare Protection Vision Study from CyberMDX released in February 2020, nearly 30% of healthcare delivery organizations (HDOs) have suffered a data breach in the last 12 months. Therefore, the security concerns regarding patient data restrain the growth of the telehealth market. Major companies operating in the telehealth sector are focusing on developing advanced solutions for telehealth that help remote monitoring easily. For instance, in April 2020, Royal Philips, a technology company that is engaged in healthcare, lighting, and consumer well-being markets, introduced Avalon CL Fetal and Maternal Pod and Patch for remote monitoring. The goal of the new wireless Avalon CL Fetal and Maternal Pod and Patch is to minimize unwanted physical contacts between physicians and patients, which is of quite significance during the COVID-19 pandemic. In July 2020, BioTelemetry, Inc., a US-based remote medical technology company focused on the delivery of health information to improve quality of life and reduce the cost of care, acquired On.Demand, a remote patient monitoring (RPM) and coaching platform that is operated by Envolve People Care, Inc. for an undisclosed amount. Through this acquisition, BioTelemetry becomes an exclusive provider to Centene Medicaid members for diabetes RPM services. Envolve PeopleCare, Inc., a US-based company focused on transformative health management through education and empowerment. Major players in the telehealth market are Teladoc Health Inc., American Well, MDLive, Doctor on Demand, GlobalMed, Siemens Healthineers, Cisco Systems, Inc., Medtronic, Dictum Health, Inc., Koninklijke Philips N.V., GE Healthcare, AMC Health, Medvivo Group Ltd., Iron Bow Technologies, Telespecialists LLC, MedWeb, IMediplus Inc., Vsee, Chiron Health, Zipnosis, Allscripts Healthcare Solutions, Honeywell International Inc., Right Health, Boston Scientific Corporation, Care Innovations LLC, InTouch Technologies, Inc., Encounter Telehealth, HelloMD, SnapMD, Inc., and OpenTeleHealth. North America was the largest region in the telehealth market in 2022. The regions covered in the telehealth market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the telehealth market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The telehealth market includes revenues earned by entities by live videoconferencing, asynchronous video (aka store-and-forward), remote patient monitoring (RPM) and mobile health (mhealth). 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 telehealth market is segmented - 1) By Component: Software, Services, Hardware 2) By Mode Of Delivery: Cloud-based, On-Premise 3) By Application: Teleradiology, Tele-Consultation, Tele-ICU, Tele-Stroke, Tele-Psychiatry, Tele-Dermatology, Other Applications 4) By End-User: Healthcare Providers, Patients, Payers, Other End-Users

Telemedicine services are health care services provided via video chat, phone calls, and text messages. Patients can use telemedicine for physical examination as well as to ask questions regarding health concerns. The main types of telemedicine services are web-based, cloud-based, and on-premises. Cloud-based solutions provide healthcare providers financial, logistical, and functional advantages over in-house client-server systems. Cloud computing provides cost flexibility as well as the potential for cost reductions. The different technologies include store and foreward, real time and is used in teleradiology, telepsychiatry, telepathology, teledermatalogy, telecardiology. The telemedicine services market research report is one of a series of new reports from The Business Research Company that provides telemedicine services market statistics, including telemedicine services industry global market size, regional shares, competitors with a telemedicine services market share, detailed telemedicine services market segments, market trends and opportunities, and any further data you may need to thrive in the telemedicine services industry. This telemedicine 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 telemedicine services market size will grow from $103.06 billion in 2022 to $131.75 billion in 2023 at a compound annual growth rate (CAGR) of 27.8%. 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 telemedicine services market size is expected to grow to $262.33 billion in 2027 at a CAGR of 18.8%. Rising cases of COVID 19 infections across the globe is driving the telemedicine services market. As of December 2020, the total number of active cases around the world is around 19,649,961 million and expected to increase until the availability of vaccines. Telemedicine services will provide healthcare services to the COVID 19 affected people as they cannot step out to avail the services. Rising cases of COVID 19 infections across the globe is expected to boost the demand for the telemedicine services market. Breach in the data makes the patients uncomfortable on sharing personal information that would help the physicians to diagnose the patients' health, affecting the telemedicines market negatively. Telemedicine services are provided online or through calls and might not have much security for storing the data, or in some cases the telemedicine companies may use third-party servers to store the customer data to cut down the maintenance cost, which might lead to easy data breaches. For instance, according to Hippa Journal, the official publication of the American Health Information Management Association, the Office for Civil Rights (OCR) of the Department of Health and Human Services (HHS) received 347 reports of healthcare data breaches involving 500 or more records between January 1, 2022, and June 30, 2022. Telemedicine is increasingly being accepted and insurance companies and government-regulated health care programs are increasingly covering telemedicine services in their plans. The governments are probing companies to make changes to the policies to cover the services under their schemes. For instance, in March 2020, in response to the coronavirus outbreak, the US government announced that private insurers will be covering the cost of coronavirus testing and telemedicine services for patients. In April 2022, Patient Square Capital, a US-based healthcare investment firm, acquired SOC Telemed for an undisclosed amount. Through this acquisition, Patient Square Capital will help SOC Telemed to be well-positioned to fulfill the expanding demands of patients, clinicians, and our hospital partners. SOC Telemed is US-based company specializing in telemedicine technology and solutions. Major players in the telemedicine services market are AMD Global Telemedicine Inc., Philips Healthcare, Cisco Systems, Inc., McKesson Corporation, Allscripts Healthcare Solutions Inc., GE Healthcare Ltd., Cerner Corporation, BioTelemetry Inc. and Teladoc. North America was the largest region in the telemedicine services market in 2022. Asia-Pacific was the second largest region in global telemedicine services market. The regions covered in the global telemedicine services market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the telemedicine services market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The telemedicine services market includes revenues earned by entities by providing teleneuropsychology, telenursing, telepharmacy, and telerehabilitation services. 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 telemedicine services market is segmented - 1) By Technology outlook: Store and Foreward, Real time 2) By Application: Teleradiology, Telepsychiatry, Telepathology, Teledermatalogy, Telecardiology 3) By Type: Web-based, Cloud-based, On-premises

Healthcare e-commerce refers to the sales and purchase of healthcare goods and services using the internet. It enables healthcare institutions, such as hospitals, clinics, and other healthcare facilities, to purchase medical equipment and supplies through online channels. Healthcare e-commerce includes buying and selling medical devices and drugs and offers advantages such as convenience, lower prices and discounts, a wide range of products, replacement and refund policies, reviews and feedback, and quality certifications. The main types of healthcare e-commerce are drugs and medical devices. A drug refers to a substance that is used to prevent, diagnose, treat, or relieve symptoms of a disease or abnormal condition. The various applications involved are telemedicine, caregiving services, and medical consultation that are used in hospitals, clinics, and other end users. The healthcare e-commerce market research report is one of a series of new reports from The Business Research Company that provides healthcare e-commerce market statistics, including healthcare e-commerce industry global market size, regional shares, competitors with a healthcare e-commerce market share, detailed healthcare e-commerce market segments, market trends and opportunities, and any further data you may need to thrive in the healthcare e-commerce industry. This healthcare e-commerce 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 healthcare e-commerce market size will grow from $309.62 billion in 2022 to $366.94 billion in 2023 at a compound annual growth rate (CAGR) of 18.5%. 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 global healthcare e-commerce market size is expected to grow to $732.3 billion in 2027 at a CAGR of 18.9%. Increasing consumer spending on medical products, coupled with rising internet penetration, is expected to contribute to higher demand for the healthcare e-commerce market in the upcoming years. Growing demand for healthcare products and high internet penetration are enabling people to switch to online products, which in turn is creating higher demand for online healthcare products. According to Centres for Medicare & Medicaid services data 2021, U.S. health care spending has been increased to 9.7 percent in 2020, reaching $4.1 trillion or $12,530 per person. As a share of the nation's Gross Domestic Product, health spending accounted for 19.7 percent. Moreover, according to WeAreSocial’s Stats published in January 2020, the total internet users across the globe increased to 4.54 billion in 2020, with a growth of 298 million or 7% in comparison with January 2019. This scenario is anticipated to propel the revenues of the healthcare e-commerce market over the forecast period. Stringent regulations and cybersecurity laws are expected to limit the growth of the healthcare e-commerce market during the period. According to e-retailing laws and regulations in India, e-retailing companies are hit hard by the policies for e-commerce in India, including the healthcare e-commerce industry. Moreover, healthcare-related e-commerce platforms are mandated to make their cybersecurity infrastructure resilient and robust. Online pharmacies and telemedicine must follow technological legal regulations, as well as make their websites cyber secure. Therefore, stringent regulations imposed by various countries' governments are likely to restrain the growth of the healthcare e-commerce industry market over the approaching years. The launch of new healthcare applications for connecting doctors and patients directly is a leading trend driving the healthcare e-commerce market. In November 2021, SMV Healthcare, a Chennai-based pharmaceuticals company, launched MyMedicalShop.com, an online platform for purchasing medicine and healthcare products, e-consultations and diagnostic tests at home. Therefore, the launch of new healthcare applications is likely to shape the growth of the healthcare e-commerce market in the near future. In April 2022, Lifesupply Health Supplies Inc., a Canada-based medical supplies company, acquired Smart Move Medical for an undisclosed amount. The acquisition would expand the distribution network of the company and provide it with broader access to a network of suppliers internationally. Smart Move Medical is a Canada-based medical equipment supplier. Major players in the healthcare e-commerce market are Amazon, Exactcare Pharmacy, Flipkart Pvt. Ltd., Alibaba Group Holding Ltd., eBay Inc., Remdi SeniorCare, Lloyds Pharmacy Ltd., McCabes Pharmacy, Walgreens Boots Alliance Inc., and CVS Health. North America was the largest region in the healthcare e-commerce market in 2022. Asia-Pacific was the second largest region in the global healthcare e-commerce market. The regions covered in the global healthcare e-commerce market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the healthcare e-commerce market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, the UK, and the USA. The healthcare e-commerce market includes revenues earned by entities by telemedicine websites, medical supply and equipment stores, online pharmacies and healthcare marketplace websites. 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 e-commerce market is segmented - 1) By Type: Drug, Medical Devices 2) By Application: Telemedicine, Caregiving Services, Medical Consultation 3) By End User: Hospitals, Clinics, Other End Users

Artificial intelligence (AI) is a simulation of the human intelligence in machines that are programmed to think and behave like humans. AI helps to complete the job quickly and with relatively few errors. The main technology types of artificial intelligence are machine learning, natural language processing, context-aware computing, computer vision 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 AI technology is offered through hardware, software and services that are used by healthcare, automotive, agriculture, retail, marketing, telecommunication, defense, aerospace, media and entertainment and other end use industries. The artificial intelligence market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence market statistics, including artificial intelligence industry global market size, regional shares, competitors with an artificial intelligence market share, detailed artificial intelligence market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence industry. This artificial intelligence 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 market size will grow from $56.89 billion in 2022 to $73.38 billion in 2023 at a compound annual growth rate (CAGR) of 29.0%. 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 market size is expected to grow to $167.29 billion in 2027 at a CAGR of 22.9%. Growing investment in AI technologies contributed to the growth of the Artificial intelligence market. Many companies are investing in AI technologies or AI start-ups to increase the efficiency of AI software as AI enables them to make more informed decisions and achieve better results. For instance, Microsoft has invested around $1 billion in OpenAI a San Francisco company. The two companies had formed a partnership to develop AI supercomputing technologies on Microsoft's cloud Azure. AI is useful across multiple sectors. For instance, AI can lead to breakthroughs in R&D and diagnostics in healthcare sector, it can help make better forecasts in finance, and in manufacturing, it can increase production controls and efficiency. Therefore, rise in investment in AI technologies due to its advantages in every sector is driving the market for the Artificial Intelligence market. The limited number of AI Experts is a major challenge in the Artificial intelligence market. To develop the AI software the company needs AI experts, practitioners, and researchers. According to Tencent, a Chinese multinational technology conglomerate holding company, there are 300k AI researchers and practitioners worldwide, but the market demand is around millions of roles. The limited number of AI experts may harm the Artificial intelligence market. Automated machine learning is being implemented by many companies. It is quite complicated to apply traditional machine learning models for real-world business problems. The better solution is to use Automated machine learning which allows non-machine learning (ML) experts to use machine learning algorithms without being machine learning wizards. For instance, tools like Google cloud AutoML are used to train custom-made and high-quality ML models with a minimum ML expertise. In January 2020, Apple acquired a Seattle-based start-up xnor.ai for a deal amount of $200 million. The acquisition is expected to strengthen in delivering AI capabilities. Xnor.ai is a US-based designer and developer of hardware and software solutions. Major players in the artificial intelligence market are Google, IBM, Baidu, Microsoft, Apple Inc., Ipsoft, NVIDIA corporation, Samsung Electronics Co.Ltd., MicroStrategy Inc., Qlik Technologies Inc., Verint Systems Inc. (Next IT Corp), Qualcomm Technologies, Micron Technology, Xilinx Inc., Intel corporation, ARM Holding, Advanced Micro Devices Inc., Huawei Technologies Co.Ltd., SAP, Intel, Salesforce, Brighterion, KITT.AI, IFlyTek, Megvii Technology, Albert Technologies, H2O.ai, Brainasoft and Yseop. Asia-Pacific was the largest region in the artificial intelligence market in 2022. North America was the second largest region in the global artificial intelligence market. The regions covered in the global artificial intelligence market are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the artificial intelligence market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK and USA. The artificial intelligence market includes revenues earned by entities by offering artificial intelligence software. Artificial Intelligence (AI) is sometimes referred to as machine intelligence. Artificial intelligence is a wide-ranging branch of computer science-related to building smart machines that can perform tasks that require human intelligence. 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 artificial intelligence market is segmented - 1) By Offering: Hardware, Software, Services 2) By Technology: Machine learning, Natural language processing, Context-Aware Computing, Computer Vision, Other Technologies (Image processing, Speech recognition) 3) By End-user Industry: Healthcare, Automotive, Agriculture, Retail, Marketing, Telecommunication, Defense, Aerospace, Media & Entertainment, Other End-User Industries

Healthcare services are the medical services provided to the people who are in need by healthcare professionals, organizations and healthcare workers. These services are provided to patients, families and communities. The main types of healthcare services are medical and diagnostic laboratory services, dental services, home health care and residential nursing care services, residential substance abuse and mental health facilities, hospitals and outpatient care centres, physicians and other health practitioners, all other ambulatory health care services, and ambulance services. The hospitals and outpatient care centres are engaged in providing diagnostic and medical treatment to patients with a wide range of medical conditions. The different expenditure types include public and private which are used by male and female. The healthcare services market research report is one of a series of new reports from The Business Research Company that provides healthcare services market statistics, including healthcare services industry global market size, regional shares, competitors with a healthcare services market share, detailed healthcare services market segments, market trends and opportunities, and any further data you may need to thrive in the healthcare services industry. This healthcare 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 healthcare services market grew from $7,499.75 billion in 2022 to $7,975.87 billion in 2023 at a compound annual growth rate (CAGR) of 6.3%. 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 services market is expected to grow to $9,816.85 billion in 2027 at a CAGR of 5.3%. Survival rates and quality of life have improved tremendously over the past decade. Medical and technological advances have played an important role in their progress. High technology diagnostics and therapeutic equipment integrating doctors’ practice patterns have improved healthcare services delivery. According to a report by TrendWatch, medical advances are responsible for a 70% improvement in survival rates for heart attack patients and a two-thirds reduction in mortality rates for those suffering from cancer. These factors contribute to the potential growth of the market. Many federal and state governments are either offering subsidized or free healthcare services to their citizens. Since most of the governments are offering quality healthcare services for free or subsidized rates, patients tend to opt for government healthcare services thereby, limiting the scope for private healthcare service providers. For example, the NHS (National Health Service) of the UK offers free healthcare services to all legal residents and visitors. Going forward, federal and state provisions are expected to be a major restraint on the healthcare services market. The shared medical appointments (SMA) model is being increasingly adopted globally to optimize resources and reduce costs. This is a model generally defined as multiple patients being seen as a group by a multi-disciplinary medical care team for follow-up or routine care. It is being adopted by hospitals to create awareness and counsel individual patients dealing with similar medical conditions. The SMA supplements the traditional physician-patient appointment. SMAs provide individual evaluation and disease management for each patient at the same time that they provide counseling to the patient within a group setting. SMAs are currently used to address diabetes, asthma, ulcerative colitis, MS, cancer, HIV, menopause, insomnia and stress. Major companies in the market include UnitedHealth Group Incorporated, Kaiser Permanente, HCA Healthcare, Fresenius Medical Care AG & Co. KGaA, Tenet Healthcare, Mayo Clinic, Community Health Systems, Laboratory Corporation of America, Cleveland Clinic and Davita Inc. North America was the largest region in the healthcare services market in 2022. Western Europe was the second largest region in the healthcare services market. The regions covered in the healthcare services market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the healthcare services 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 healthcare services market includes revenues earned by entities by providing human healthcare services such as medical and diagnostic laboratory services, dental services, nursing care, residential substance abuse and mental health facilities and other healthcare services. 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 services market is segmented - 1) By Type: Medical And Diagnostic Laboratory Services, Dental Services, Home Health Care And Residential Nursing Care Services, Residential Substance Abuse And Mental Health Facilities, Hospitals And Outpatient Care Centers, Physicians And Other Health Practitioners, All Other Ambulatory Health Care Services, Ambulance Services 2) By End User Gender: Male, Female 3) By Type of Expenditure: Public, Private Subsegments Covered: Medical Laboratory Services, Diagnostic Imaging Centers, General Dentistry, Oral Surgery, Orthodontics And Prosthodontics, Other Dental Services, Home Health Care Providers, Nursing Care Facilities, Orphanages & Group Homes, Retirement Communities, Residential Mental Health & Intellectual Disability Facilities, Substance Abuse Centers, Hospitals, Outpatient Care Centers, Specialist Doctors, Primary Care Doctors, Physical Therapists, Optometrists, Chiropractors, Podiatrists, Ground Ambulance Services, Air Ambulance Services, Water Ambulance Services