Metriks AI Societa Valuation Multiples

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.

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.

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.

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.

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.

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.

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).

Datadog is a New York-based software company founded in 2010 by Olivier Pomel and Alexis Lê-Quôc. Its cloud platform combines infrastructure monitoring, application-performance monitoring, log management, digital-experience monitoring and cloud-security products in one environment. Development, operations and security teams use the platform to collect telemetry, investigate incidents, monitor service dependencies and protect cloud applications. Datadog delivers the products as software as a service and generates revenue primarily from subscriptions whose value varies with customers' usage of hosts, data and other monitored resources. The company serves organisations through both self-service adoption and enterprise sales, allowing customers to add modules as their deployments expand. Datadog is publicly traded on Nasdaq under the symbol DDOG. Its 2022 acquisition of Hdiv added runtime vulnerability detection and interactive application-security testing capabilities to the broader cloud-security offering.

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.

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..

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.

Nebius is a vertically integrated cloud provider focusing on AI and high-performance computing. It is a carve-out of the previous Russian tech firm Yandex, following the Russian sanctions since the Ukraine-Russia war. Nebius designs and operates its own data centers and servers across Europe and the US, with a total capacity of several hundred megawatts. In September 2025, Microsoft became a major Nebius client under a multiyear $17 billion revenue agreement to provide computing capacity.

Z.ai is an advanced artificial intelligence platform known for its GLM model series, multimodal creation tools, and cost-efficient agentic coding environments like ZCode. It provides high-performance reasoning, real-time web search capabilities, and versatile utilities for building full-stack applications and data dashboards.

Verisk is a leading data, analytics, and technology provider for property-casualty insurers. Verisk traces its history to Insurance Services Office, a nonprofit advisory organization founded in 1971 by US P&C insurers. ISO was formed as an association of insurance companies to assist with a variety of insurance use cases, such as reporting to regulators, defining policies, and determining independent premium rates. As the firm expanded its use cases, it became a for-profit company, renamed Verisk, and went public in 2009.Verisk’s single segment (insurance) provides underwriting solutions, including forms, rules, loss costs, and catastrophe modeling. For claims, Verisk’s solutions include property repair estimates and antifraud tools. About 83% of Verisk’s revenue is US-based.

Wolters Kluwer is a global provider of professional information, software solutions, and services in health; tax and accounting; environmental, social, and governance; finance; compliance; and legal. More than 60% of revenue is generated in North America and around 30% is from Europe.

Dynatrace is a software-as-a-service company that enables customers to monitor and analyze their information technology infrastructure, from servers to applications and Python scripts. Dynatrace’s unified platform can ingest and analyze large amounts of machine-generated data in real time, allowing clients to optimize their business for service-level objectives and ensure uptime.

Founded in 1956, Fair Isaac Corporation is a leading applied analytics company. Fair Isaac is primarily known for its FICO credit scores, which is a widely used industry benchmark to determine the creditworthiness of an individual consumer. The firm’s US-centric credit scores business accounts for most of the firm’s revenue and profits and consists of business-to-business and business-to-consumer services. In addition to scores, Fair Isaac also sells software primarily to financial institutions for areas such as analytics, decision-making, customer workflows, and fraud.

Range Intelligent Computing Technology Group Co Ltd is catering to the application needs of big data, cloud computing, Internet of Things, 5G technology, and other industries, based on computing power, digital technology as a means, and intelligent applications as a demonstration, providing a new generation of digital economy industry technology, products, services and system solutions for various industries.

Iflytek Co Ltd is a China-based company, principally engaged in the software and information technology (IT) service businesses. The company’s business includes intelligent application systems, software for voice and speech recognition and conversion, computer software design services, and computer programming services. The company's main products include AI language learning products, AI learning machines, AI diagnosis and treatment assistant products, smart medical devices, the iFLYTEK Hearing Smart Conference System, the iFLYTEK Spark App, the iFLYTEK Smart Office Book, the iFLYTEK Translator, and others.

IonQ Inc sells access to several quantum computers of various qubit capacities and is in the process of researching and developing technologies for quantum computers with increasing computational capabilities. The company currently makes access to its quantum computers available via cloud platforms and also to select customers via its own cloud service. This cloud-based approach enables the broad availability of quantum-computing-as-a-service (QCaaS). The company derives its revenue from its quantum-computing-as-a-service arrangements, consulting services related to co-developing algorithms on company's quantum computing systems and contracts associated with the design, development, and construction of specialized quantum computing systems together with related services.

Tempus AI Inc is a technology company. It has built the Tempus Platform, which comprises both a technology platform to free healthcare data from silos and an operating system to make the resulting data useful. Its Intelligent Diagnostics use AI, including generative AI, to make laboratory tests more accurate, tailored, and personal.

Elastic is a software company that specializes in AI-search, observability, and security deployments. Its search division offers both traditional keyword search and vector search methods to enable more context-aware querying. The software has open-source origins but generates revenue through valuable add-ons, including simplified data orchestration and server scaling techniques.

MiniMax Group Inc is a AI foundation model company. It is committed to driving AI innovation towards performing the full range of human intellectual tasks, from learning and reasoning to planning and generalizing knowledge across diverse domains. Its proprietary foundation model suite, led by MiniMax-M2, Hailuo-02, and Speech-02, has long context processing capacity and can understand, generate, and integrate a wide range of modalities, including text, video, and audio. These models power its AI-native products - including MiniMax, Hailuo AI, MiniMax Audio, Talkie/Xingye, and its enterprise and developer-facing Open Platform, delivering intelligent and dynamic experiences to users globally.

UiPath Inc offers an end-to-end cross-application enterprise automation platform principally with computer vision technology and user interface automations in its initial RPA offering, which remains the foundation of the platform. The platform leverages a range of automation technologies including robotic process automation, application programming interface, and artificial intelligence. UiPath’s solution can automate a broad range of repetitive tasks across industries including claims processing, employee onboarding, invoice to cash, loan applications, and customer service.

SenseTime Group Inc is a software company focused on creating an AI-empowered future through innovation. The company develops software & hardware products for different industry verticals and use cases based on the same AI infrastructure platform & model training framework. The principal activities of the Group are the sale of AI software, the sale of AI software platforms & related services, the sale of AI software-embedded hardware and related services, AIDC service as well as research and development activities with AI technology. The Company is domiciled in the Cayman Islands while the Group mainly operates its businesses in four geographical areas of the world Mainland China, Northeast Asia, Southeast Asia, and others, out of which the majority is from Mainland China.

Octave Intelligence PLC provides a suite of software solutions that help organizations design, build, operate, and protect their physical assets, people, and critical infrastructure. The company operates in a single business segment developing enterprise software used in design, construction, operations, and security. Geographically, it operates in Americas that includes the United States, and Other Americas (Canada, and Latin America); EMIA that includes Europe, Middle East, India, and Africa; and APAC that includes the Asia-Pacific region, excluding India. The company derives maximum revenue from Americas. Its products include: Octave Coda Spatial, Octave Alto Twin, Octave Coda, Octave Oncall, Octave Alto, Octave Imagine, Octave Oncall Dispatch, Octave Alto Lightspeed, and Others.

Presight AI Holding PLC provides digital transformation services through big data analytics powered by artificial intelligence. It combines analytics, big data and AI expertise to serve every sector of every scale, to create business and societal value. The group’s world-class omni-analytics platform, TAQ, leverages big data and analytics to deliver cutting-edge Al technology, enabling forecasting and the anticipation of outcomes to support insight-driven, decision making that shapes policy and delivers societal impact.

UBtech Robotics is a Chinese robotics company headquartered in Shenzhen, Guangdong, that designs, manufactures and sells humanoid and service robots. Its main line is now the Walker S series of full-size industrial humanoid robots, launched in October 2024 for manufacturing and logistics; the Walker S2, with 52 degrees of freedom, 15 kg payload handling and autonomous battery swapping for 24-hour operation, entered mass production in 2025. It also makes the Alpha series of small humanoid robots, has supplied robots to 300 pre-schools in Seoul, launched a UV disinfection robot in the United States in 2022, and in February 2026 open-sourced its vision-language model Thinker. In 2025 revenue rose 53.3% to RMB 2.001 billion; full-size humanoid revenue grew 2,204% to RMB 821 million on sales of 1,079 units, and the net loss narrowed to RMB 790 million, with annualized Walker S2 capacity above 6,000 units. Zhou Jian, its chief executive, founded the company in March 2012. After a Series C round involving Tencent and ICBC valued it at $5 billion, UBtech listed on the Hong Kong Stock Exchange under code 9880 in December 2023, raising HK$1 billion. It had 2,013 employees in 2023.

Founded in 2002, Tenable is a cybersecurity company that began providing vulnerability management solutions under its Nessus software. In recent years, Tenable has expanded its portfolio to provide a broader range of exposure management modules. Solutions include cloud security and compliance, active directory management, operational technology security and advanced vulnerability analytics. The Maryland-based company went public in 2018.

CorVel Corp applies technology including artificial intelligence, machine learning, and natural language processing to enhance the managing of episodes of care and the related health care costs. It partners with employers, third-party administrators, insurance companies, and government agencies in managing worker's compensation and health, auto, and liability services. The company's solutions combine integrated technologies with a human touch providing services that include claims management, bill review, preferred provider networks, utilization management, case management, pharmacy services, directed care, and medicare services.

Geovis Technology Co Ltd is engaged in provision of digital earth products and technology development services. The technology of remote sensing, geographic information system, satellite positioning and navigation, virtual reality, and other independent research and development of the company digital earth products have a position in the domestic digital earth industry. The company provides software sales and data services, technology development services, digital earth integrated machines and system integration with GEOVIS digital earth products as the core for users in the government, enterprises and special fields.

Sportradar is a Swiss sports technology company headquartered in St. Gallen that supplies sports data, content and related services to bookmakers, media companies and sports organizations. Through its Betradar brand it provides bookmakers with sports data, odds suggestions, managed trading services and streaming, and it also sells integrity services that monitor betting markets for match-fixing, audiovisual distribution, OTT streaming and digital advertising services. Its partners include the NFL, NBA, NHL, NASCAR and the International Tennis Federation, and its customers include hundreds of bookmakers and state lotteries such as Veikkaus, Svenska Spel and Norsk Tipping. It earns subscription and revenue-share income, and reported revenue of 1.29 billion euros and net income of 100 million euros for 2025, with about 3,900 employees in 29 offices across 20 countries. The business began in 2001 in Trondheim, Norway, as Market Monitor AS, founded by Petter Fornæss and Tore Steinkjer to extract betting odds from online bookmakers, with Carsten Koerl, now group chief executive, buying 51%. EQT invested in 2012, and Michael Jordan and Mark Cuban came in through a Revolution-led investment in 2015. Sportradar listed on Nasdaq (SRAD) on 14 September 2021 at a valuation of about $8 billion.

XtalPi Holdings Ltd is an research platform company powered by artificial intelligence (AI) and robotics. It is dedicated to driving intelligent and digital transformation in the life sciences and materials sciences sectors. The company combines quantum physics, AI, cloud computing, and large-scale robotics to provide research & development solutions, services, and products for pharmaceuticals, biotechnology, renewable energy, and materials industries globally. The company has single segment that is intelligent robotics solutions and drug discovery solutions (including one-stop drug discovery solutions).

Teradata Corp focused on helping organizations improve business performance, enrich customer experiences, and integrate data across the enterprise. The company's platform provides companies with Harmonized Data: Trusted AI: Teradata VantageCloud: Teradata VantageCore: ClearScape Analytics: and Query Grid. The company generates majority of revenue from the United States.

InSilico Medicine Cayman TopCo is engaged in applying artificial intelligence (AI) solutions to drug discovery and development by leveraging its proprietary platforms. It has generated multiple clinical-stage or IND-enabling assets using Pharma.AI, an AI-enabled platform that supports drug discovery and development activities. The company operates under a project-based business model, deriving revenue from out-licensing and collaboration arrangements. Geographically, the company generates revenue from multiple countries, with the majority of the revenue coming from United States.

Shenzhen Intellifusion Technologies Co Ltd is engaged in providing customers with self-developed core products such as algorithm software and chips with artificial intelligence algorithms and chip technology as the core products. The company’s products include chip products; modules and cards; and IP licensing and customization services.

Shanghai DZH Ltd operates as an Internet financial information service provider in China. It offers professional financial data and data analysis services. It also provides non-investment consulting and agency-specific software products. In addition, the company offers financial information integrated services internationally.

Intsig Information Co Ltd is an industry-leading tech company specializing in business data, artificial intelligence, and mobile applications. It is engaged in providing digital and intelligent products and services to global C-end users and B-end customers in diverse industries. INTSIG focuses mainly on Optical Character Recognition (OCR) technologies and currently holds over 110 global invention patents. Its products support more than 50 languages and can recognize many types of documents, including business cards, IDs, bank cards, and transactional documents such as invoices, receipts, packing lists contracts, etc. It also provides integrated OCR+Data+AI solutions that deliver competitive advantages in various industries, including manufacturing, banking, retail, securities, etc.

Ncino Inc is a provider of cloud-based software for financial institutions. Its software solution digitizes, automates, and streamlines inefficient and complex processes & workflows and utilizes data analytics & artificial intelligence that enables financial institutions to onboard new clients, make loans, and manage the entire loan life cycle, open deposits, and other accounts, and manage regulatory compliance. It also offers professional services, including configuration & implementation, training, and advisory services. The company generates the majority of its revenue from subscription services. The company caters to financial institutions, enterprise banks, regional banks, community banks, and credit unions. The vast majority of its revenue comes from the United States.

Affle 3i Ltd Formerly Affle India Ltd is engaged in the technology business across the globe. The company is engaged in a fragmented advertising and marketing tech ecosystem by providing an end-to-end integrated mobile marketing platform. The company's AI-powered deep learning algorithms and advanced platform solutions transform ads into consumer recommendations delivering enhanced engagement. The company has single segment of ‘business of providing services in advertisement and software development’. Geographically the company operates in India only.

DoubleVerify Holdings Inc is a digital media measurement and analytics software platform. Its solutions provide advertisers with unbiased data analytics that enable them to increase the effectiveness, quality, and return on their digital advertising investments. Its DV Authentic Ad, a proprietary metric of digital media quality, measures whether a digital ad was delivered in a brand-suitable environment, fully viewable, by a real person, and in the intended geography. The company's software interface, DV Pinnacle, delivers these metrics to customers in real time, allowing them to access critical performance data on their digital transactions. Geographically, the company operates in the United States and also has a presence in Germany, Singapore, France, Canada, Japan, and other countries.

SoundHound AI Inc is an innovator of conversational intelligence, offering an independent Voice AI platform that enables businesses across industries to deliver high-quality conversational experiences to customers. The company's voice AI delivers speed and accuracy in numerous languages to product creators and service providers across retail, financial services, healthcare, automotive, smart devices, and restaurants via groundbreaking AI-driven products like Smart Answering, Smart Ordering, Dynamic Drive-Thru, and Amelia AI Agents.

Planisware SA is a business-to-business provider of software-as-a-service (SaaS) in the rapidly growing market for project management solutions. It provides solutions to help organizations transform how companies strategize, plan and deliver their projects, project portfolios, programs and products. Planiswares solutions target organizations with medium to hugely sophisticated project operations and cover needs relating to strategic planning, project portfolio optimization, budget and cost management, capacity planning, resource management, project scheduling, risk management and collaboration. It has two software solutions: Planisware Enterprise and Planisware Orchestra.

Amplitude Inc is a Software company that provides a Digital Analytics Platform that helps companies analyze their customer behavior within digital products. The Company delivers its application over the Internet as a subscription service using a software-as-a-service (SaaS) model and also it offers customer support related to initial implementation setup, ongoing support services, and application training. The company generates revenue primarily through selling subscriptions to the platform. The company derives a majority of its revenue from the United States.

Infleqtion is a quantum technology company that builds neutral atom quantum computers, optical atomic clocks, radio-frequency sensors and inertial sensors, together with the Superstaq quantum software platform. It began in Boulder in 2007 as ColdQuanta, founded by University of Colorado physicist Dana Anderson, and adopted the Infleqtion name in November 2022 as it moved from research hardware toward finished commercial products. The company is headquartered in Louisville, Colorado, with offices in Boulder, Chicago, Madison, Melbourne and Oxford. It raised a US$110 million Series B in 2022 and a US$100 million Series C in June 2025 backed by Counterpoint Global, Glynn Capital, S32, SAIC, In-Q-Tel, Breakthrough Victoria and others, with J.P. Morgan as sole placement agent. Its technology is deployed by NASA on the International Space Station, and it reported almost US$30 million of revenue for 2024 with a customer pipeline above US$200 million. Infleqtion trades on the New York Stock Exchange under the ticker INFQ.

Karooooo Ltd is a provider of real-time mobility data analytics solutions for smart transportation. It offers a comprehensive, cloud-based smart mobility platform for connected vehicles and other assets. The company's software-as-a-service platform provides customers with differentiated insights and analytics to optimize business and workforce, increase efficiency and decrease costs, improve safety, monitor environmental impact, assist with regularity compliance, and manage risk. The segments of the group are Cartrack; Carzuka; and Karooooo Logistics, of which key revenue is derived from the Cartrack segment.