Haizhi Valuation Multiples

NVIDIA is a US semiconductor and accelerated-computing company headquartered in Santa Clara, California. It was founded on 5 April 1993 by Jensen Huang, Chris Malachowsky and Curtis Priem, and Huang remains president and CEO. The company designs GPUs (GeForce, RTX), data-center AI accelerators and networking, system-on-chip processors and the CUDA software platform. For fiscal 2026 (year ended 25 January 2026) it reported revenue of US$215.9 billion, net income of US$120.1 billion and data-center revenue of US$193.7 billion, with about 42,000 employees. It is listed on Nasdaq (NVDA) and on 29 October 2025 became the first company to reach a US$5 trillion market capitalisation. NVIDIA is also an active strategic investor, taking part in 67 venture deals in 2025 against 54 in 2024, while its NVentures fund made 30 deals in 2025. Its largest commitments include up to US$10 billion in Anthropic (November 2025) and participation in funding rounds of OpenAI, xAI, Mistral AI and Cursor.

Microsoft is an American technology company headquartered in Redmond, Washington that sells software, cloud computing services, devices and games to consumers, businesses and governments. It was founded on 4 April 1975 by Bill Gates and Paul Allen and has been led by chief executive Satya Nadella since February 2014. Its products include the Windows operating system, the Microsoft 365 productivity suite, the Azure cloud platform, the Copilot AI assistant, Xbox consoles and games, the LinkedIn professional network, the GitHub developer platform and the Bing search engine. In the fiscal year to 30 June 2026 revenue rose 18% to $331.8 billion, operating income reached $155.2 billion and net income $133.7 billion; Azure revenue passed $100 billion for the first time and Microsoft 365 Copilot exceeded 30 million paid seats. The company earns money from cloud subscriptions and consumption, software licences, advertising, and hardware and game sales, and employs about 223,000 people. Major acquisitions include LinkedIn for $26.2 billion in 2016 and Activision Blizzard for $68.7 billion in 2023, and it is a major investor in OpenAI under a multi-year, multi-billion-dollar partnership announced in January 2023.

Alphabet is a holding company that wholly owns internet giant Google. The California-based company derives slightly less than 90% of its revenue from Google services, the vast majority of which is advertising sales. Alongside online ads, Google services houses sales stemming from Google’s subscription services (YouTube TV and YouTube Music, among others), platforms (sales and in-app purchases on Play Store), and devices (Chromebooks, Pixel smartphones, and smart home products such as Chromecast). Google’s cloud computing platform accounts for roughly 10% of Alphabet’s revenue. The firm’s investments in up-and-coming technologies such as self-driving cars (Waymo), health (Verily), and internet access (Google Fiber) make up the rest.

Amazon is an American technology and retail company headquartered in Seattle, Washington, with a second headquarters in Arlington County, Virginia. It runs the amazon.com online store and marketplace for third-party sellers, the Amazon Prime subscription programme, which had 200 million subscribers worldwide in 2021, and Amazon Web Services, the cloud computing unit launched in 2002 that rents data storage and computing power to companies. It also sells Echo, Kindle and Fire devices, distributes video, music and audiobooks through Prime Video, MGM+, Amazon Music, Twitch and Audible, and owns the Whole Foods Market grocery chain, Ring, IMDb and the self-driving car developer Zoox. Amazon earns revenue from product sales, seller commissions and fulfilment fees, subscriptions, cloud services and advertising. It reported revenue of US$716.9 billion and net income of US$77.7 billion in 2025 with about 1,576,000 employees, making it the world's largest company by revenue as of 2026 and the second-largest private employer in the United States. Jeff Bezos founded the company as Cadabra on July 5, 1994, in Bellevue, Washington, as an online bookstore and renamed it Amazon that November. Bezos, who owns about 8.8% of the shares, became executive chairman in July 2021, when former AWS chief Andy Jassy became chief executive.

Meta is the largest social media company in the world, boasting close to 4 billion monthly active users worldwide. The firm's "Family of Apps," its core business, consists of Facebook, Instagram, Messenger, and WhatsApp. End users can leverage these applications for a variety of different purposes, from keeping in touch with friends to following celebrities and running digital businesses for free. Meta packages customer data, gleaned from its application ecosystem and sells ads to digital advertisers. While the firm has been investing heavily in its Reality Labs business, it remains a very small part of Meta’s overall sales.

Micron Technology is a semiconductor manufacturer headquartered in Boise, Idaho. The company designs, develops and manufactures memory and storage technologies used in electronic equipment. Its principal technologies include dynamic random-access memory, NAND flash and NOR memory, which support the storage and retrieval of digital information. Customers use its products in data centres, personal computers, smartphones, vehicles and other connected equipment. Micron earns revenue from sales of memory and storage products to equipment manufacturers and other business customers. Founded in 1978, it developed from a small semiconductor design company into an international manufacturer with fabrication, assembly, testing and research operations. Its manufacturing footprint spans the United States and multiple Asian locations, while design centres and customer laboratories support product development and applications. The company operates under the Micron Technology name and maintains its corporate base in Boise.

Advanced Micro Devices is a United States semiconductor company founded in 1969 and headquartered in Santa Clara, California. It designs central and graphics processors, data-center accelerators, adaptive computing products and related system-on-chip technology for computer makers, cloud operators, enterprises and embedded-system customers. Revenue comes from sales of chips and computing platforms, intellectual-property arrangements and long-term supply relationships. AMD historically manufactured many of its own processors but later separated fabrication into GlobalFoundries and became primarily a fabless designer. Its products compete in personal computers, gaming consoles, servers, artificial-intelligence infrastructure and industrial applications. Advanced Micro Devices serves B2B and B2C customers through activities spanning Semiconductors, AI Chips & Hardware and Artificial Intelligence.

SK Hynix is a semiconductor memory manufacturer with around 60%-70% of its revenue from DRAM and 30%-35% of its revenue from NAND. The company is both the second-largest DRAM and NAND supplier globally, with a 33% and 21% market share, respectively, as of 2024. SK Hynix increased its market position in NAND from fourth to second, after acquiring Intel's NAND business in 2021. SK Square, an investment management company spun off from SK Telecom, is SK Hynix's largest shareholder and currently holds 20% of the company's shares.

Palantir is an artificial intelligence, analytics, and automated decision-making company that leverages data to drive efficiency across its clients' organizations. The firm serves commercial and government clients via its Foundry and Gotham platforms, respectively. Palantir works only with entities in Western-allied nations and reserves the right not to work with anyone that is antithetical to Western values. The company was founded in 2003 and went public in 2020.

Cisco Systems is a United States networking technology company headquartered in San Jose, California. It develops and sells routers, switches, security products, collaboration systems and software used to connect and manage digital networks. The company serves enterprises, telecommunications providers, public-sector organizations and smaller businesses worldwide. Revenue comes from hardware product sales, software subscriptions, licensing and technical support services. Cisco agreed to acquire CAIS Software Solutions and its IPORT technology in 2000 to strengthen products for property-based broadband access. The company is publicly listed and operates globally through direct sales and partner channels, with products spanning campus, data-center, wide-area and Internet infrastructure.

Oracle is an American multinational technology company headquartered in Austin, Texas, having moved its head office from Redwood Shores, California, in December 2020. It was co-founded on June 16, 1977, in Santa Clara, California, by Larry Ellison, Bob Miner and Ed Oates as Software Development Laboratories, and took its name from its flagship Oracle Database. Oracle sells database software, enterprise applications including enterprise resource planning, human capital management, customer experience and supply chain software, Oracle Cloud Infrastructure and hardware to businesses and governments. It acquired Sun Microsystems and, in June 2022, Cerner for $28.3 billion, which now forms Oracle Health. In January 2025 Oracle joined OpenAI, SoftBank and MGX in the Stargate AI infrastructure venture, and in September 2025 it signed a $300 billion contract with OpenAI for 4.5 gigawatts of capacity over five years. For the quarter ended November 2025 it reported revenue of $14.1 billion, with cloud infrastructure revenue up 68% to $4.1 billion and remaining performance obligations of $130 billion. It employed 141,000 full-time staff in May 2026, and Clay Magouyrk and Mike Sicilia succeeded Safra Catz as co-CEOs, with Ellison as chairman and chief technology officer.

Palo Alto Networks is a platform-based cybersecurity vendor with product offerings covering network security, cloud security, and security operations. The California-based firm has more than 80,000 enterprise customers across the world, including more than three fourths of the Global 2000.

Founded in Germany in 1972 by former IBM employees, SAP is the world’s largest provider of enterprise application software. Known as the leader in enterprise resource planning software, SAP’s portfolio also includes software for supply chain management, procurement, travel and expense management, and customer relationship management, among others. The company operates in more than 180 countries and has more than 400,000 customers, approximately 80% of which are small to medium-size enterprises.

Dell Technologies is a broad information technology vendor, primarily supplying hardware to enterprises. It focuses on premium and commercial personal computers, as well as enterprise on-premises data center hardware. It holds top-three shares in its core markets of personal computers, peripheral displays, mainstream servers, and external storage. Dell has a robust ecosystem of component and assembly partners and also relies heavily on channel partners to fulfill its sales.

CrowdStrike is a cloud-native cybersecurity company specializing in security verticals such as endpoint, cloud workload, identity, and security operations. CrowdStrike's primary offering is its Falcon platform, which provides enterprises with a unified view to detect and respond to security threats across their IT infrastructure. The Austin, Texas-based firm was founded in 2011 and went public in 2019.

Alibaba Group is a Chinese technology company headquartered in Hangzhou, Zhejiang, founded on 28 June 1999 by Jack Ma and 17 friends and students as the business-to-business marketplace Alibaba.com. It operates China's largest consumer marketplaces, Taobao (consumer-to-consumer) and Tmall (business-to-consumer), the global B2B site Alibaba.com and domestic wholesale platform 1688, alongside international e-commerce, Alibaba Cloud, the Cainiao logistics network, local consumer services and digital media and entertainment businesses, reorganised in 2023 into six business groups. It earns revenue mainly from merchant advertising and commissions on its marketplaces, plus cloud computing, logistics and direct sales. Early backers included Goldman Sachs, SoftBank and Investor AB, which invested $25 million in October 1999. Its September 2014 New York Stock Exchange IPO raised $25 billion, then the largest in history, giving it a market value of $231 billion, and in January 2018 it became the second Asian company to pass a $500 billion valuation. Joseph Tsai became chairman and Eddie Wu chief executive in 2023.

IBM (International Business Machines) is an American technology company headquartered in Armonk, New York, and operating in more than 175 countries. It sells hybrid-cloud and AI software, including Red Hat and the watsonx portfolio, IT consulting services, and infrastructure hardware such as IBM Z mainframes. Its customers are mainly large enterprises and governments, and it earns revenue from software subscriptions and licences, consulting and managed-services contracts, and hardware sales and financing. In 2025 IBM reported revenue of $67.5 billion, up 8%, with software up 11%, consulting up 2% and infrastructure up 12%, and free cash flow of $14.7 billion. The company was founded in 1911 as the Computing-Tabulating-Recording Company and renamed International Business Machines in 1924; it dominated mainframe computing with the System/360 and launched the IBM Personal Computer in 1981 before selling its PC division to Lenovo in 2005. More recently it bought Red Hat for $34 billion in 2019, spun off its managed infrastructure services unit as Kyndryl in 2021, and in December 2025 agreed to acquire data-streaming company Confluent for about $11 billion. Arvind Krishna is chairman and chief executive.

Arm Holdings is the IP owner and developer of the ARM architecture, which is used in 99% of the world’s smartphone CPU cores, and it also has high market share in other battery-powered devices like wearables, tablets, or sensors. Arm licenses its architecture for a fee, offering different types of licenses depending on the flexibility the customer needs. Customers like Apple or Qualcomm buy architectural licenses, which allow them to modify the architecture and add or delete instructions to tailor the chips to their specific needs. Other clients directly buy off-the-shelf designs from Arm. Both off-the-shelf and architectural customers pay a royalty fee per chip shipped.

Shopify is a Canadian commerce software company headquartered in Ottawa, Ontario, that provides the cloud platform more than 5 million merchants use to run online stores and physical retail. Its subscription plans let businesses build storefronts, manage products, orders and inventory, and sell through point-of-sale systems, social networks and marketplaces, while merchant solutions add Shopify Payments, the Shop Pay accelerated checkout (more than 150 million users in 2024), shipping, merchant lending through Shopify Capital and an app store with more than 10,000 third-party apps. Revenue comes from monthly subscription fees and, increasingly, from payment processing and other transaction-linked services. Merchants processed US$292.3 billion of transactions on the platform in 2024, and 2025 revenue rose 30% to US$11.6 billion with net income of US$1.23 billion; the company had about 7,600 employees in 2025. Shopify was started by Tobias Lütke, Daniel Weinand and Scott Lake, and Lütke remains chief executive. It went public on May 21, 2015, trades on the Toronto Stock Exchange, moved its US listing from the NYSE to Nasdaq on March 31, 2025, and joined the Nasdaq-100 that May.

Salesforce provides enterprise cloud computing solutions. The company offers customer relationship management technology that brings companies and customers together. Its Customer 360 platform helps the group deliver a single source of truth, connecting customer data across systems, apps, and devices to help companies sell, service, market, and conduct commerce. It also offers Service Cloud for customer support, Marketing Cloud for digital marketing campaigns, Commerce Cloud as an e-commerce engine, the Salesforce Platform, which allows enterprises to build applications, and other solutions, such as MuleSoft for data integration.

Marvell Technology is a fabless chip designer focused on wired networking, where it has the second-highest market share. Marvell serves the data center, carrier, enterprise, and consumer end markets with processors, optical and copper transceivers, switches, and storage controllers.

Qualcomm is a San Diego semiconductor, software and wireless-technology company founded in 1985. It designs modem, radio-frequency, connectivity, automotive and computing platforms used by device manufacturers and network operators worldwide. The company develops and licenses a large portfolio of patents essential to cellular standards and earns revenue through chip sales and technology licensing. Its Snapdragon platforms combine processors, connectivity, graphics and artificial-intelligence capabilities for smartphones, vehicles, personal computers and connected devices. Qualcomm also invests in and acquires technologies that extend its wireless intellectual-property base into adjacent markets. At the time of the HaloIPT transaction, its European Innovation Development group was pursuing wireless-power systems for electric vehicles. Qualcomm acquired substantially all HaloIPT technology and hired its team in November 2011 while establishing a continuing research relationship with Auckland UniServices. The company is publicly traded on Nasdaq and primarily serves manufacturers, carriers and enterprise customers.

S&P Global provides data and benchmarks to capital and commodity market participants. Its ratings business is the largest credit rating agency in the world and S&P's largest segment by profitability. S&P's largest segment by revenue is market intelligence, which provides desktop, data and advisory solutions, enterprise solutions, and credit/risk solutions mostly in the financial-services industry. S&P's other segments include energy (formerly commodity insights, this segment includes Platts and other data), mobility (Carfax), and indexes. S&P plans to spin off mobility in 2026.

ServiceNow Inc provides software solutions to structure and automate various business processes via a SaaS delivery model. The company primarily focuses on the IT function for enterprise customers. ServiceNow began with IT service management, expanded within the IT function, and more recently directed its workflow automation logic to functional areas beyond IT, notably customer service, HR service delivery, and security operations. ServiceNow also offers an application development platform as a service.

Founded in 2012, Snowflake is a fully managed platform that consolidates data hosted on different public clouds for centralized analytics and governance. Snowflake’s cloud-native architecture allows users to independently scale the compute and storage layers, providing customers with optimized performance at lower costs. The company’s data lake and data warehouse products support a variety of use cases, including business analytics, data engineering, and artificial intelligence. Snowflake is widely used by Fortune 2000 companies in financial services, media, and retail sectors.

Fortinet is a platform-based cybersecurity vendor with product offerings covering network security, cloud security, zero-trust access, and security operations. The firm derives a majority of its revenue through sales of its subscriptions and support-based business. The California-based firm has more than 800,000 customers across the world.

Cloudflare is a software company based in San Francisco, California, that offers security and web performance offerings by utilizing a distributed, serverless content delivery network, or CDN. The firm’s edge computing platform, Workers, leverages this network by providing clients the ability to deploy and execute code without maintaining servers.

Adobe provides content creation, document management, and digital marketing and advertising software and services to creative professionals and marketers for creating, managing, delivering, measuring, optimizing, and engaging with compelling content multiple operating systems, devices, and media. The company operates with three segments: digital media content creation, digital experience for marketing solutions, and publishing for legacy products (less than 5% of revenue).

Tata Consultancy Services is a leading global IT services provider based in Mumbai, India. Founded in 1968, it is one of the first companies to leverage a global delivery model that helps clients outsource their IT needs to offshore labor. The company boasts a wide range of offerings, including IT consulting, managed services, and business process outsourcing.

Intuit serves small and midsize businesses with accounting software QuickBooks and online marketing platform Mailchimp. The company also operates retail tax filing tool TurboTax, personal finance platform Credit Karma, and a suite of professional tax offerings for accountants. Founded in the mid-1980s, Intuit enjoys a dominant market share for small-to-midsize business accounting and self-serve tax filing in the US.

Cadence Design Systems is a provider of electronic design automation software, intellectual property, and system design and analysis products. EDA software automates and aids in the chip design process, enhancing design accuracy, productivity, and complexity in a full-flow end-to-end solution. Cadence offers a portfolio of design IP, as well as system design and analysis products, which enables system-level analysis and verification solutions.

Synopsys is a technology company supplying engineering software and semiconductor intellectual property to companies designing chips and electronic systems. Its electronic design automation tools support the design, verification and implementation of integrated circuits. The company also provides reusable semiconductor IP, including interface, analog, embedded memory and other functional building blocks that customers incorporate into their own chips. Its customers are commercial engineering and product-development organisations across semiconductor and other technology markets. Revenue comes from licensing software and intellectual property and providing associated support, training and engineering services. Its portfolio also includes simulation and analysis technologies used to assess engineering designs and system behaviour. The business combines internally developed technologies with acquired capabilities, including the embedded memory and logic library portfolio obtained through its acquisition of Virage Logic in 2010.

Moody’s, along with S&P Ratings, is a leading provider of credit ratings on fixed-income securities. The ratings segment, Moody’s Investors Service, includes corporates, structured finance, financial institutions, and public finance ratings. MIS represents a majority of the firm’s profit and often (depending on bond issuance levels) a majority of the firm's revenue. The other segment, Moody’s Analytics, consists of decision solutions, research and insights, and data and information.

Datadog is a cloud-native company that focuses on analyzing machine data. The firm's product portfolio, delivered via software as a service, enables clients to monitor and analyze their entire information technology infrastructure, from servers to applications and Python scripts. Datadog's platform can ingest and analyze large amounts of machine-generated data in real time, allowing clients to utilize it for a variety of applications throughout their businesses to ensure uptime and latency objectives.

AppLovin is a vertically integrated advertising technology company that serves as a demand-side platform for advertisers, a supply-side platform for publishers, and an exchange that facilitates transactions between the two. About 80% of AppLovin’s revenue comes from the DSP, AppDiscovery, while the remainder comes from the SSP, Max. AppLovin’s primary tool for future growth is Axon 2, an ad optimizer within the DSP that lets advertisers place ads based on specified return thresholds.

Hewlett Packard Enterprise is an enterprise IT company headquartered in Spring, Texas, near Houston. It sells servers, networking equipment, hybrid-cloud and storage products and financing to business customers, and offers its HPE GreenLake platform as pay-per-use cloud consumption. In fiscal 2025 (year ended October 31, 2025) net revenue was $34.3 billion, up 14%, split across Server ($17.7 billion), Networking ($6.9 billion), Hybrid Cloud ($5.8 billion) and Financial Services ($3.5 billion), and it had approximately 67,000 employees. Revenue comes from hardware, software and services sales, GreenLake consumption services and financing through its Financial Services arm. On July 2, 2025 it completed the acquisition of Juniper Networks for total consideration of $13.6 billion, and Networking revenue rose 51% in fiscal 2025. HPE was created on November 1, 2015, when Hewlett-Packard split into HP Inc. and Hewlett Packard Enterprise; in 2017 it spun off its Enterprise Services business into DXC Technology and its software business into Micro Focus, and Antonio Neri has been CEO since 2018.

RELX is a global provider of information-based analytics and decision tools for professional and business customers in various industries. The company serves sectors such as science and medical research, risk management, and legal. In addition, RELX organizes large-scale digital and face-to-face events such as industry trade shows. Around 60% of revenue is generated in North America and about 20% in Europe.

Strategy Inc is a bitcoin treasury company and a provider of business intelligence services. It is designed to provide investors varying degrees of economic exposure to Bitcoin by offering a range of securities, including equity and fixed-income instruments. The company also provides industry AI-powered enterprise analytics software. It has one reportable operating segment: the Software Business, which is engaged in the design, development, marketing, and sales of the company's enterprise analytics software platform through cloud subscriptions and licensing arrangements and related services (i.e., product support, consulting, and education). Geographically, the company operates in EMEA, U.S. and Other Regions, of which maximum revenue is derived from U.S..

Founded in 1982, Autodesk is a multinational software company best known for pioneering computer-aided design, or CAD, with its AutoCAD product. Nowadays, Autodesk provides design software for a variety of verticals, including architecture & construction, manufacturing, and media & entertainment. Autodesk products have been used in some of the world's most iconic landmarks, like Burj Khalifa, and well-known movie titles like Avatar.

Constellation Software is an acquirer, manager, and developer of vertical market software, or VMS, businesses globally. VMS differentiates from horizontal software in that it provides mission critical solutions within a specific industry for customers in a particular market. Constellation operates through a decentralized model in which each business operates as its own independent entity. Managers of individual businesses are incentivized to optimize their business for returns on invested capital and revenue growth. Excess cash generated by the individual businesses is repatriated to portfolio managers who focus on allocating as much capital as possible on new acquisitions. As of 2025, Constellation consisted of over 1,000 individual businesses and 64,000 employees.

Veeva is the global leading supplier of cloud-based software solutions for the life sciences industry. The company's best-of-breed offerings address operating and regulatory requirements for customers ranging from small, emerging biotechnology companies to departments of global pharmaceutical manufacturers. The company leverages its domain expertise to improve the efficiency and compliance of the underserved life sciences industry, displacing large, highly customized and dated enterprise resource planning systems that have limited flexibility. Its two main products are Veeva CRM, a customer relationship management platform for companies with a salesforce, and Veeva Vault, a content management platform that tackles various functions within any life sciences company.

Emirates Telecommunications Group Co PJSC is a telecommunications company. Through its subsidiaries, the company provides telecommunication and consulting services, media services, and equipment to over sixteen countries in Asia and Africa. Etisalat specializes in fixed-line services, voice communication, wireless communication, and data communication services. The majority of the company's revenues profits and assets relates to its operations in the UAE.

Atlassian produces software that helps teams work together more efficiently and more effectively. The company provides project planning and management software, collaboration tools, and service desk solutions. Atlassian was founded in 2002 and is headquartered in Sydney, Australia.

Workday is a software company that offers human capital management, financial management, and business planning solutions for enterprises. Known for being a cloud-only software provider, Workday was founded in 2005 and is headquartered in Pleasanton, California.

Roper Technologies is a holding company focused on acquiring, managing, and developing niche market-leading technology businesses. The company operates a decentralized business model whereby each portfolio company operates independently from the others. Roper positions itself as a free cash flow compounder, whereby excess free cash flow generated by its portfolio businesses is repatriated to the parent company, which is then utilized to acquire additional businesses. Presently, the company operates 30 distinct businesses with over three-fourths of the revenue coming from software products and over two-thirds of revenue coming from recurring and reoccurring sources.

CITIC Limited is a Hong Kong-listed diversified group whose activities include financial services, resources and energy, manufacturing, real estate, infrastructure and engineering contracting. Its businesses operate principally in China, alongside activities in Hong Kong and other overseas markets. The group serves commercial, industrial, institutional and consumer customers through its operating subsidiaries. Revenue comes from financial services, manufactured products, resource-related activities, infrastructure and contracted services across those businesses. In 2015, CITIC Environment, within the group’s wholly owned corporate chain, invested alongside KKR in United Envirotech as part of an expansion into environmental services. The acquired platform combined wastewater-treatment engineering, water-plant investments and membrane manufacturing. CITIC’s 2015 transaction disclosures described environmental protection and stewardship of natural resources as a strategic development area. At June 2015, the broader group reported approximately HK$6.5 trillion of total assets and employed more than 120,000 people across its businesses.

Astera Labs Inc designs and delivers semiconductor-based connectivity solutions for cloud and AI infrastructure. Its Intelligent Connectivity Platform integrates semiconductor technology, microcontrollers, sensors, and software to enhance performance, scalability, and data management. The company offers products such as integrated circuits (ICs), boards, and modules, catering to hyperscalers and system OEMs. The company's solutions focus on data, network, and memory management in AI-driven platforms. Geographically, the company operates in Singapore, China, Taiwan, and United States, of which maximum revenue is derived from United States.

Iqvia is the result of the 2016 merger of Quintiles, a leading global contract research organization, and IMS Health, a leading healthcare data and analytics provider. The research and development segment focuses primarily on providing outsourced late-stage clinical trials for pharmaceutical, device, and diagnostic firms. The technology and analytics segment provides aggregated information and technology services to clients in the healthcare industry, including pharmaceutical companies, providers, payers, and policymakers, as well as data and analytics capabilities for clinical trials, including virtual trials. The company also has a small contract sales business.