Data discovery refers to the process of acquiring and analyzing data from many sources in order to detect trends and patterns in the data by taking a series of actions that businesses may use as a framework to comprehend their data, which is frequently associated with business intelligence (BI) and assists in informing business decisions by bringing together disparate data sources to be examined. The main types of data discovery are software and services. The software allows one to collect and combine data from multiple sources in order to identify patterns and trends. The primary functions of data discovery software are data preparation, data modeling, visual analysis, and advanced statistical analysis. Software refers to programmes that require an electronic device such as a computer to run. The various deployment models are cloud-based or on-premises and are used in various organisation sizes, such as large enterprises and small and medium enterprises. The industries in which it is used include banking, financial services, and insurance (BFSI), telecommunications and IT, retail and e-commerce, manufacturing, energy and utilities, and other industry verticals. The Data discovery devices market research report is one of a series of new reports from The Business Research Company that provides Data discovery devices market statistics, including global market size, regional shares, competitors with a Data discovery devices market share, detailed Data discovery devices market segments, market trends and opportunities, and any further data you may need to thrive in the Data discovery devices industry. This data discovery devices 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 data discovery market size grew from $12.29 billion in 2022 to $14.5 billion in 2023 at a compound annual growth rate (CAGR) of 18.0%. 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 data discovery market size is expected to grow to $27.55 billion in 2027 at a CAGR of 17.4%. The increasing need for structured and unstructured data is driving the growth of the data discovery market going forward. Structured data refers to information that has been organised into a formatted repository, whereas unstructured data is information that lacks a predefined data model or is not organised in a predefined way. Enterprises may extend data access to all employees by integrating data discovery tools, allowing data teams and business analysts to comprehend and cooperate on data-related topics. For instance, in 2022, according to the article by Techjury, a US-based software company, the requirement to manage unstructured data is cited by 95 percent of firms as a challenge, and 97.2 percent of businesses are investing in big data and artificial intelligence for the growth of their businesses and brands. Therefore, increasing the use of structured and unstructured data is driving the growth of the data discovery market. New product innovations are the key trend gaining popularity in the data discovery market. Major companies operating in the data discovery market are focused on developing technologically advanced products to strengthen their market position. For instance, in February 2022, DvSum, a US-based cloud-based data intelligence platform, launched its next-generation Data Catalog solution that makes it much easier to discover, monitor, and govern data with the help of the smart, augmented, live Data Catalog. DvSum Catalog is smarter, easier to use, inexpensive, and intended for teams and companies of all sizes, unlike other data catalogue products on the market. This software combines basic metadata such as data dictionaries with real-time data profiles, computes data quality ratings, and connects them to business definitions and attributes. This provides users with an unrivaled, comprehensive, 360-degree perspective of the data, allowing them to provide timely and accurate insights into the business. In October 2021, Institutional Shareholder Services Inc., a US-based investment firm, acquired Discovery Data Holdings, Inc., for an undisclosed amount. This acquisition marks a new milestone in ISS's expansion and is consistent with our long-standing commitment to provide industry-leading and unique data, analytics, and insights covering every stage of the investment process. It also brings industry-leading solutions to our clients that will improve their support of the organizations and individuals managing the flow of assets into investment products across the main distribution channels. Discovery Data, Inc., is a data analytics company based in the United States that has established itself as a reputable and dependable data and analytics provider to the financial services industry. Major players in the data discovery market are Oracle Systems Corporation, Tableu Software LLC, Systems, Applications & Products in Data Processing, Alteryx, Platfora Inc., Qlik Technologies Inc., ClearStory Data Inc., Cloudera Inc., Databricks, Panorama Software, PKWARE, Datameer Inc., HP Enterprise, Thales, Aegis Softtech, and Crest Infosystems Pvt. Ltd. North America was the largest region in the data discovery market in 2022. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in this data discovery market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the data discovery market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The data discovery market includes revenues earned by entities by improving business processes by revealing pertinent data insights, communicating these insights to business users in a manner that is understandable to non-technical users, and so on. 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 data discovery market is segmented - 1) By Component: Software, Service 2) By Deployment Model: Cloud-Based, On Premises 3) By Organization Size: Large Enterprises, Small Enterprises 4) By Industry Verticals: Banking, Financial Services, and Insurance (BFSI), Telecommunications and IT, Retail and E-Commerce, Manufacturing, Energy and Utilities, Other Industry Verticals

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

SaaS is a software distribution model which allows data to be accessible from any device with an internet connection and a web browser. The software provider hosts and maintains the servers, databases, and code that comprise the application under this web-based approach. The main deployment types of software as a service (SaaS) are public cloud and private cloud. The public cloud is an IT model in which on-demand computing services and infrastructure are managed by a third party and shared by multiple organizations via the public Internet. The software is used by small and medium enterprises (SMEs), large enterprises for customer relationship management (CRM), enterprise resource planning (ERP), human resource management (HRM), manufacturing and operations and supply chain management (SCM). The various end users of the software include manufacturing, retail, education, healthcare, IT and telecom, BFSI and others. The software as a service (SaaS) market research report is one of a series of new reports from The Business Research Company that provides software as a service (SaaS) market statistics, including software as a service (SaaS) industry global market size, regional shares, competitors with a software as a service (SaaS) market share, detailed software as a service (SaaS) market segments, market trends and opportunities, and any further data you may need to thrive in the software as a service (SaaS) industry. This software as a service (SaaS) 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 software as a service (saas) market size will grow from $235.58 billion in 2022 to $253.62 billion in 2023 at a compound annual growth rate (CAGR) of 7.7%. 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 software as a service (saas) market size is expected to grow to $328.03 billion in 2027 at a CAGR of 6.6%. Rapid changes in business dynamics in the market are expected to benefit the software as a service (SaaS) market in the forecast period as cloud-based solutions support business operations in changing conditions. Dynamic market conditions include economic uncertainty, competitive rivalry and the increasing adoption of mobile, changing regulations, internet usage and applications. These conditions along with the increasing number of infrastructures and established networks have forced organizations to pursue scalable and flexible solutions such as SaaS and other cloud-enabled services to run and supervise their operations in a cost-effective and efficient way. These factors have also compelled companies to outsource applications and prefer cloud computing services like SaaS to reduce their cost burden on infrastructure. Companies that seek services from a third-party vendor are more likely to get better performance, compliance and customer satisfaction at a low cost. For example, Sony Communications aims at delivering innovative products and better experiences to its customers using automation and Infosys SaaS solutions. Infosys helped Sony to attain customer loyalty and win competition by providing robust IT solutions and design thinking at a low cost which helped Sony to have a competitive edge in the market. Increasing threats on data security especially on cloud platforms are expected to limit the growth of companies in the software as a service market during the forecast period. The threats on data security include industrial espionage and hacking which resulted in multiple breaches of data security involving public cloud environments. These breaches are mainly because of the negligence the cloud service providers. In addition, many companies lack trust in data security when outsourcing from a third-party vendor. As vendor has access to organizations' data, companies fear the misuse of data which might affect the organization's reputation. For example, Code Spaces, a former SaaS provider, discontinued its operations as hackers had access to its cloud services and stole all their data due to which Code Spaces faced damages to its reputation, finances, and business. The introduction of artificial intelligence is gaining popularity in the SaaS market. Artificial Intelligence (AI) is an area of computer science that focus on the simulation of human intelligence processes by machines. AI in SaaS helps companies to upgrade themselves from time to time with the latest data, create better user experience through predictive analytics, automate the areas where manual functions were required previously and personalize user interface features. For example, Oracle, a big player in SaaS market uses AI and machine learning to overtake salesforce in SaaS. This indicates that AI and machine learning would be differentiating factors for the growth of SaaS market. The General Data Protection Regulation (GDPR) break the split of regulations for the security of personal data in the European Union. It makes provisions to protect personal data and privacy of EU citizens for transactions that happen within EU member states. It also regulates the export of personal data outside the EU. There could be data-subjects that patronize the subscriber that are located in the EU, even if a single SaaS subscriber is based in a non-EU location and the SaaS application is based in a non-EU location. This may cause the subscriber to follow the GDPR regulations. For instance, Intercom, a US-based SaaS provider is shortening its time of storing data on visitors to customers' sites by deleting the visitor data if a visitor has not been seen for nine months to comply with the GDPR. In October 2021, Microsoft Corporation acquired Ally.io for an undisclosed amount. With this acquisition, Ally.io has become a member of the Microsoft Viva family as part of its employee experience platform (EXP) designed to assist businesses in embracing the new digital work life. Ally.io is a US-based SaaS startup. Major players in the Software as a Service (SaaS) market are Salesforce, ServiceNow, Microsoft, Google, CisCo., Slack, Adobe, Oracle, Amazon AWS, DocuSign, Zendesk, Dropbox, ADP, Atlassian Confluence, Shopify, Workday, Hubspot, SAP, IBM, Box, Concur, JIRA, GitHub, GoToMeeting, Twilio, CoupaSoftware, Xero and Zuora. North America was the largest region in the Software as a Service (SaaS) market in 2022. Western Europe was the second largest region in the global Software as a Service (SaaS) market. The regions covered in the global Software as a Service (SaaS) market are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the software as a service (SaaS) market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK and USA. The software as a service (SaaS) market includes revenues earned by entities by providing cloud based software services. SaaS is a software solution that can be purchased on a subscription or pay per use basis to use an application for organizational purposes. Customers can access this application over the internet, mainly through a web browser. All software and application data is located in the service provider's data center. SaaS allows an organization to run an application with minimal upfront costs and accelerates the overall functionality of the organization. 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 software as a service (SaaS) market is segmented - 1) By Application: Customer Relationship Management (CRM), Enterprise Resource Planning (ERP), Human Resource Management (HRM), Manufacturing and Operations, Supply Chain Management (SCM) 2) By Deployment Model: Public Cloud, Private Cloud, Hybrid Cloud 3) By Enterprise Size: Small & Medium Enterprises (SMEs), Large Enterprises 4) By End User: Manufacturing, Retail, Education, Healthcare, IT & Telecom, BFSI, Other End-Users

Legal software is software used by legal professionals to perform tasks specifically related to legal affairs and the operation of law firms. The various type of technologies of legal software is machine learning, deep learning, and natural language processing. Natural language and processing uses algorithms to interpret and manipulate human language and is a subfield of linguistics, computer science, and artificial intelligence. The deployment modes are cloud and on-premise. The various applications of the market are Ediscovery, and legal research. The different end users are corporate legal departments and law firms. The legal software market research report is one of a series of new reports from The Business Research Company that provides legal software market statistics, including legal software industry global market size, regional shares, competitors with a legal software market share, detailed legal software market segments, market trends and opportunities, and any further data you may need to thrive in the legal software industry. This legal software 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 legal software market size will grow from $0.39 billion in 2022 to $0.44 billion in 2023 at a compound annual growth rate (CAGR) of 14.7%. 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 legal software market size is expected to grow to $0.72 billion in 2027 at a CAGR of 12.7%. Increasing demand for intelligent business processes in law firms is driving the growth of the machine learning market. Intelligent business process includes the adoption of artificial intelligence (AI) or machine learning in business processes. AI is the development of system that has the ability to perform tasks requiring human intelligence. Software solutions are highly adopted in developed countries like the USA to achieve benefits, such as contract management and efficient legal data analysis. Machine learning helps legal firms and professionals to manage their huge data and derive insights from them. According to Legal Technology Survey Report by ABA Surveying, 35% of respondents from large firms with over 500 attorneys reported they used AI and 16% of respondents at firms with 100 or more attorneys were most likely considering an AI purchase. The growing demand to adopt machine learning in the law firms drives the market. Machine learning market is restrained due to lack of awareness among law firms. Data, information and knowledge together constitute a vital business asset for law firms in decision making process. Law firms face an increasingly competitive market as large accounting firms are re-establishing their legal practices and reducing the amount of work available to the legal firms. According to survey by Bloomberg Law, only 24% of law firms use machine learning or AI indicating the knowledge gap an underuse of the technology. The lack of awareness thus hampers the growth of the market. Many online platforms have been introduced that provide potential clients to connect with lawyers for simple services that include trademark registration, leases, registration and execution of wills, contracts and lease agreements, dishonoring of cheques, recovering suits, and consumer complaints. For instance, LegalZoom, a US-based firms helps you find attorneys without any hourly fees, and documents provided by this firm are accepted by courts and government agencies across all 50 states. This trend in providing online services will drive the demand for legal software. Legal software that includes artificial intelligence (AI) and machine learning (ML) are yet to be fully regulated by governing bodies in order to protect the confidential data involved in the processes. For instance, the Indian government has set to regulate the development and implementation of AI. However, countries such as the USA are contemplating over the thought to regulate ML and AI as there could be a threat in legally constraining the ML or AI before it could fully be developed in practice. In November 2020, Onit, Inc., a USA-based provider of enterprise spend management software acquired McCarthyFinch for an undisclosed amount. Through this acquisition Onit, Inc. intends to use the McCarthyFinch’s AI skills to beef up its legal workflow software offerings. McCarthyFinch, an Auckland based company specialized in Artificial Intelligence, Natural Language, Deep Learning, Machine Learning, Data Science, Law, LegalTech, and LegalAI. Major players in the legal software market are Microsoft Corporation, IBM Corporation, Google Inc., Baidu Inc., Hewlett Packard Enterprise Development LP (HPE), Intel Corporation, SAP SE, SAS Institute Inc., BigMLInc., Fair Isaac Corporation (FICO), Wipro, Nuance Communications, KNIME.com AG, RapidMinerInc., Angoss Software Corporation, H2O.ai, Alpine Data, Domino Data LabInc., Dataiku, Luminoso TechnologiesInc., TrademarkVision, Fractal Analytics Inc., TIBCO Software Inc., Teradata, Dell Inc., and Oracle Corporation. The Asia-Pacific was the largest region in the legal software market in 2022. Asia-Pacific is expected to be the fastest-growing region in the global legal software market report during the forecast period. The regions covered in the global legal software report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the legal software market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The legal software market includes revenues earned by entities by offering software which is used to deliver solutions and services using artificial intelligence and machine learning for corporate legal departments and law firms. 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 legal software (focus on machine learning) market is segmented - 1) By Application: Ediscovery, Legal Research 2) By End User: Corporate Legal Departments, Law Firms 3) By Technology: Machine Learning And Deep Learning, Natural Language Processing 4) By Deployment Mode: Cloud, On-Premise

Digital pathology is the process of use of digital imaging for pathology procedures. Digital pathology equipment converts glass slides into high-resolution digital images by utilizing slide scanner hardware, software, and services. These images can be viewed, managed, and analyzed on a computer or mobile screen. The main types of products in digital pathology include scanners, software, communication systems, and storage systems. Scanner uses of microscopic array technology to produce a three-dimensional digital representation of a pathology slide for viewing and automated image analysis. Software transfers the data into a digital medium for image review and analysis and tissue image analysis. Communication systems are used to communicate between separate whole slide acquisition, storage, and viewing components and also to remote colleagues using real-time telepathology. Storage systems consist of the digital archives of samples which allows for long-term analysis and other predictive analytics. The different types of pathology are human pathology and veterinary pathology. It is used by pharmaceutical & biotechnology companies, hospitals and reference laboratories, academic & research institutes for drug discovery, disease diagnosis, teleconsultation, and training & education. The digital pathology market research report is one of a series of new reports from The Business Research Company that provides digital pathology market statistics, including digital pathology industry global market size, regional shares, competitors with a digital pathology market share, detailed digital pathology market segments, market trends and opportunities, and any further data you may need to thrive in the digital pathology industry. This digital pathology 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 digital pathology market size grew from $0.89 billion in 2022 to $0.99 billion in 2023 at a compound annual growth rate (CAGR) of 11.2%. 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 digital pathology market size is expected to grow to $1.65 billion in 2027 at a CAGR of 13.7%. The increased prevalence of cancer contributed to the growth of the digital pathology market. Digital pathology allows patients to accelerate the diagnosis and treatment of cancer, and thus in increase in cancer cases is driving the growth of the market. according to the 2021 American Cancer Society report, 1.8 million new cases of cancer diagnosed were diagnosed in 2020. There is a rise in the number of cancer cases due to the growing elderly population globally coupled with unhealthy lifestyles. Increasing incidences of cancer increases the demand for digital pathology as it makes it easier to access the image faster, view all relevant information, and help diagnose faster. The lack of trained pathologists acted as a restrain for the digital pathology market in the historic period. Pathologists are critical in performing laboratory tests essential for disease diagnosis as pathologists need to examine samples and interpret medical laboratory tests for patients to receive proper treatment. There is a dearth of pathologists in the Asia-Pacific region and countries in Africa. For instance, In February 2022, according to a forensic magazine report, 217 bodies were waiting to be examined by the state's forensic pathologists, and the figure might rise to 300 in less than two weeks. Moreover, more than 200 bodies were waiting for autopsies. The launch of endoscopy systems with artificial intelligence (AI) is gaining popularity in the digital pathology market. Artificial intelligence-based systems have been advanced to anatomize endoscopic images. They identify neoplasms with high accuracy and low interobserver variation. For instance, in April 2020, Olympus Corporation declared the launch of EVIS X1, an AI based endoscopy system. The new system helps derive outcomes from disorders of the stomach, colon, and esophagus, as well as from bronchial diseases, and makes work easier for endoscopist. In October 2020, Cyted Ltd., a UK-based company providing digital diagnostic infrastructure, acquired Pathognomics Limited for an undisclosed amount. The acquisition of Pathognomics gave Cyted access to a digital pathology platform and an approved laboratory setting, allowing Cyted to quickly adapt and develop its pipeline of innovative biomarkers and artificial intelligence (AI) technology. Pathognomics Limited is a UK-based provider of digital pathology and clinical diagnostic laboratory services. Major players in the digital pathology market are Leica Biosystems, Koninklijke Philips N.V., 3D-Histech Ltd., Apollo Enterprise Imaging, F. Hoffmann-La Roche Ltd., Visiopharm A/S, Hamamatsu Photonics K.K., Corista, Ventana Medical Systems, Inc., Huron Digital Pathology Inc., Indica Labs, Inc., and Olympus Corporation of the Americas, Objective Pathology Services, and XIFIN. North America was the largest region in the digital pathology market in 2022. Asia-Pacific was the second largest region in the digital pathology market. The regions covered in the digital pathology report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa. The countries covered in the market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, and USA. The digital pathology market consists of the sales of slide scanners, software, and reagents. 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 digital pathology market is segmented - 1) By Product: Scanners, Software, Communication Systems, Storage Systems 2) By Type: Human Pathology, Veterinary Pathology 3) By End User: Pharmaceutical & Biotechnology Companies, Hospitals and Reference Laboratories, Academic & Research Institutes 4) By Application: Drug Discovery, Disease Diagnosis, Teleconsultation, Training & Education

Next-generation sequencing is a sequencing technology that offers ultra-high throughput, scalability, and speed. The technology is used to determine the genetic variation associated with diseases or other biological phenomena. The main products in the next-generation sequencing market are NextSeq systems, MiniSeq systems, NovaSeq systems, iSeq 100 systems, ion PGM Systems, Ion Proton systems, ion GeneStudio S5 systems, PacBio RS II Systems, sequel systems, and others. The MiniSeq system merges load-and-go operation with an intuitive user interface for a fast, easy NGS workflow. The MiniSeq System integrates clonal amplification, sequencing through synthesis, and base calling into a single benchtop instrument, preventing the requirement for additional equipment. The various technologies in next-generation sequencing are sequencing by synthesis, ion semiconductor sequencing, single-molecule real-time sequencing, nanopore sequencing, and other sequencing technologies that are used in diagnostics, drug discovery, and other applications. The next-generation sequencing market research report is one of a series of new reports from The Business Research Company that provides next-generation sequencing market statistics, including next-generation sequencing industry global market size, regional shares, competitors with a next-generation sequencing market share, detailed next-generation sequencing market segments, market trends and opportunities, and any further data you may need to thrive in the next-generation sequencing industry. This next-generation sequencing 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 next generation sequencing market size will grow from $9.22 billion in 2022 to $10.44 billion in 2023 at a compound annual growth rate (CAGR) of 13.3%. 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 global next generation sequencing market size is expected to grow to $17.32 billion in 2027 at a CAGR of 13.5%. The growing number of cases with chronic conditions such as cancer, AIDS, and thalassemia contributed to the growth of the next-generation sequencing market. Chronic illnesses and disorders are on the rise around the world, an aging population and shifts in social behavior lead to a gradual increase in these widespread and expensive long-term medical issues. Next-generation sequencing (NGS) is a versatile development tool utilized by researchers and clinicians across various cancer studies to recognize biomarkers that give guidance on treatments. The prevalence of chronic diseases is also expected to increase significantly, according to the World Health Organization. Hence, the increase in the number of chronic disease cases will increase the requirement for NGS sequencing and boosts revenues for the next-generation sequencing market. The high cost associated with next-generation sequencing technologies is a key factor hampering the growth of the next-generation sequencing market. The next-generation sequencing market is facing challenges as many people find it difficult to afford the test due to the high cost. Consumables used for sequencing are the costliest portion of testing (68–72% of total cost) as machinery prices are higher in instances of rare disease. According to a review published on economic evaluations of exome and genome sequencing, the cost of next-generation genome sequencing ranges from $1906 to $24,810 for a single test. Therefore, the high cost of next-generation sequencing is anticipated to restrict market growth over the forecast period. Technological advances are shaping the next-generation sequencing market. Major companies operating in the sequencing industry are focusing on developing technologically advanced solutions for next-generation sequencing. For instance, in 2020, Thermo Fisher Scientific introduced hematology-oncology assays for the Ion Torrent Genexus System, which authorize simultaneous analysis of DNA mutations and RNA fusion transcripts in myeloid samples in a single day and also enabled further in which turnaround times for next-generation sequencing (NGS) results could be reduced to less than 24 hours. It also offers researchers the ability to profile 40 DNA targets and 29 fusion driver genes, authorizing observing more than 600 fusion isotypes to recognize biomarkers associated with myeloproliferative neoplasm, acute myeloid leukemia. Major players in the next-generation sequencing market are Illumina Inc., Thermo Fisher Scientific Inc., BGI Group, Agilent Technologies Inc., Qiagen N.V., Hoffmann-La Roche AG, Eurofins Scientific, Oxford Nanopore Technologies, Pacific Biosciences, and 10x Genomics. North America was the largest region in the next-generation sequencing market in 2022. Asia-Pacific was the second largest region in the global next-generation sequencing market. The regions covered in the global next-generation sequencing market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the next-generation sequencing market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, the UK, and the USA. The next-generation sequencing market consits of sales of genetic sequencing equipment with advanced features and technologies such as ion semiconductor sequencing, nano-pore sequencing, single-molecule real-time sequencing, and other technologies that are used for next generation sequencing. 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 next generation sequencing market is segmented - 1) By Product: NextSeq Systems, MiniSeq Systems, NovaSeq Systems, iSeq 100 Systems, Ion PGM Systems, Ion Proton Systems, Ion GeneStudio S5 Systems, PacBio RS II Systems, Sequel Systems, Other Products 2) By Technology: Sequencing by Synthesis, Ion Semiconductor Sequencing, Single-molecule Real-time Sequencing, Nanopore Sequencing, Other Sequencing Technologies 3) By Application: Diagnostics, Drug Discovery, Other Applications

Live cell imaging is a technique of in vivo imaging of living cells for diagnosis and treatment purpose. Live cell imaging equipment helps in providing a detailed study of internal structures and cellular processes for understanding the cellular structures of cell biology. The main types of live cell imaging products include equipment, consumables, and software. The technologies used in live cell imaging are time-lapse microscopy, fluorescence recovery after photobleaching (FRAP), fluorescence resonance energy transfer (FRET), high content screening (HCS), etc. Live cell imaging finds its applications in cell biology, developmental biology, stem cell and drug discovery, others. It is used in various sectors, including pharmaceutical and biotechnology companies, academic and research institutes, and contract research organizations (CROs). The live cell imaging market research report is one of a series of new reports from The Business Research Company that provides live cell imaging market statistics, including live cell imaging industry global market size, regional shares, competitors with a live cell imaging market share, detailed live cell imaging market segments, market trends and opportunities, and any further data you may need to thrive in the live cell imaging industry. This live cell imaging 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 live cell imaging market size grew from $3.75 billion in 2022 to $4.15 billion in 2023 at a compound annual growth rate (CAGR) of 10.7%. 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 live cell imaging market size is expected to grow to $6.22 billion in 2027 at a CAGR of 10.6%. The rising incidence of cancer is expected to drive the growth of the live cell imaging market in the forecast period. Cancer is the second major cause of death worldwide, accounting for one out of every six deaths each year. For example, cancer cases are projected to increase to 29.5 million and cancer-related deaths to 16.4 million worldwide by 2040. In the United States, there were 16.9 million cancer patients in 2019, with the number expected to rise to 22.2 million by 2030. Live cell imaging technology plays a crucial role in the advancement and validation of cancer immunotherapy through visualization, characterization, and evaluation of the biological process of living cells. Therefore, the rising incidence of cancer fuels the growth of the live cell imaging market. Lack of skilled professionals is predicted to restraint the growth of the live cell imaging market. Live cell imaging technology requires highly skilled professionals to understand and study the functions of cells. According to Healthcare-in-Europe.com, an online platform that provides trends in medical technology, innovative procedures and advances in medical research, the UK and Europe are facing a serious shortage of lab skills over the next decade with medical laboratories among the worst affected. Moreover, according to the research carried out by the Gatsby Foundation, the UK will need a further 700,000 technicians to support the economy by the end of 2030. Thus, the shortage of skilled professionals is likely to hinder market growth in the coming years. In December 2020, PerkinElmer Inc., a USA-based company that focuses on diagnostics and includes capabilities of detection, imaging, informatics, and service acquired Horizon Discovery at an undisclosed amount. By combining the capabilities of Horizon with life science research of PerkinElmer and applied genomics portfolios, PerkinElmer will be able to deliver complete workflow solutions to life science customers working on drug discovery and development. Horizon Discovery is a UK-based gene-editing company. Major players in the live cell imaging market are Leica Microsystems, Olympus Corporation, Sigma-Aldrich Corporation, PerkinElmer Inc., GE Healthcare, Carl Zeiss Meditec AG, Becton Dickinson and Company, Molecular Devices LLC, Bruker Corporation, Sartorius AG, Oxford Instruments, BioTek Instruments, Etaluma Inc., and CytoSMART Technologies. North America was the largest region in the live cell imaging market in 2022.  The regions covered in the live cell imaging report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the live cell imaging market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, and USA. The live cell imaging market consists of sales of light microscopes, objective lenses, accessories, and reagents. 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 live cell imaging market is segmented - 1) By Product: Equipment, Consumable, Software 2) By Technology: Time-Lapse Microscopy, Fluorescence Recovery After Photobleaching (FRAP), Fluorescence Resonance Energy Transfer (FRET), High Content Screening (HCS), Other Technologies 3) By Application: Cell Biology, Developmental Biology, Stem Cell and Drug Discovery, Other Applications 4) By End-User: Pharmaceutical and Biotechnology Companies, Academic and Research Institutes, Contract Research Organizations (CROs)

Services refer to transactions between a buyer and a seller without transferring any physical goods or commodities, involving the use of resources, experience, skill, ingenuity, and intelligence. It mainly involves the use of resources, experience, skill, ingenuity, and intelligence. The main types of services include Civic Services, Real Estate, Leasing, Commercial Services, Personal Services, and Repair and Maintenance. Civic service is defined as a structured period of significant engagement and commitment to the local, national, or international community that is acknowledged and recognized by society, with little or no monetary recompense to the individual. The components including hardware, software, and service. The different modes include online and offline. The services market research report is one of a series of new reports from The Business Research Company that provides services market statistics, including services industry global market size, regional shares, competitors with a services market share, detailed services market segments, market trends, and opportunities, and any further data you may need to thrive in the services industry. This 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 services market grew from $13,978.41 billion in 2022 to $15,223.84 billion in 2023 at a compound annual growth rate (CAGR) of 8.9%. 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 services market is expected to grow to $20,650.56 billion in 2027 at a CAGR of 7.9%. Rapid advances in technology are expected to drive innovation in different sectors of the services industry, thus driving the market during the forecast period. Areas of rapid technological change included electronic equipment, automobiles, and electronics, which in turn will lead to an increase in services for that equipment. Furthermore, technologies such as 3D printing, artificial intelligence, and big data analytics are increasingly being used, resulting in higher productivity, lower operating costs, and higher margins. Lower operating costs lead to higher margins, this allows companies to increase product portfolio and enter new markets by making investments made through cost savings. IoT applications are also being integrated into services to enable services such as remote monitoring, and central feedback systems, and to offer other services. These factors are expected to drive the services market going forward. The outbreak of COVID-19 disease (COVID-19) has acted as a massive restraint on the services market in 2020 as the need for services offered by these establishments declined due to lockdowns imposed by governments globally. 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 'lockdown' and the outbreak had a negative impact on businesses throughout 2020 and into 2021. However, it is expected that the services 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. With companies focusing on core business operations, automated billing systems are widely being used to minimize billing errors and reduce costs. Automated systems generate and send electronic copies of invoices directly to customers. Automated billing systems can result in savings of 60-80% compared to traditional paper-based billing systems. Automated billing systems also enable tracking of unpaid bills, automating payment reminders and recurring invoices, managing discounts, and coupons, and creating of customized invoices. These systems also generate real-time reports on sales, orders, and budgets that help track business performance. Some of the popular automated billing systems include Zoho Invoice, QuickBooks, Invoice2go, and Intacct. Major companies in the services market include BCD Travel, Enterprise Holdings Inc., Randstad Holding NV, Adecco Group, Travel Leaders Group, TUI Group, Recruit Holdings, ManpowerGroup Inc., Berkshire Hathaway Inc., and Waste Management Inc. Asia-Pacific was the largest region in the services market in 2022. North America was the second-largest region in the services market. The regions covered in the services market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the 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, Vietnam. The services market consists of revenue earned by entities by providing services to equipment and machinery repairing, promoting or administering religious activities, grant making, advocacy, and providing dry-cleaning and laundry services, personal care services, death care services, pet care services, photofinishing services, and temporary parking 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 services market is segmented - 1) By Type: Civic Services, Real Estate, Leasing, Commercial Services, Personal Services, Repair and Maintenance 2) By Component: Hardware, Software, Service 2) By Mode: Online, Offline Subsegments Covered: Religious Organizations, NGOs And Charitable Organizations, Political Organizations, Unions And Associations, Real Estate Rental, Real Estate Agency and Brokerage, Automotive Equipment Leasing, Consumer Goods And General Rental Centers, Machinery Leasing, Lessors Of Nonfinancial Intangible Assets, Office Administrative Services, Facilities Support Services, Employment Services, Business Support Services, Travel Arrangement And Reservation Services, Waste Management And Remediation Services, Investigation And Security Services, Services to Buildings And Dwellings, Other Support Services,, Personal Care Services, Death Care Services, Dry-Cleaning And Laundry Services, Other Personal Services, Private Household Services, Automotive Repair and Maintenance, Commercial and Industrial Machinery and Equipment Repair and Maintenance, Electronic and Precision Equipment Repair and Maintenance, Personal Goods Repair And Maintenance