MAX Automation Valuation Multiples

Berkshire Hathaway is a holding company with a wide array of subsidiaries engaged in diverse activities. The firm's core business segment is insurance, run primarily through Geico, Berkshire Hathaway Reinsurance Group, and Berkshire Hathaway Primary Group. Berkshire has used the excess cash thrown off from its operations to acquire Burlington Northern Santa Fe (railroad), Berkshire Hathaway Energy (utilities and energy distributors), and the companies that make up its manufacturing, service, and retailing operations (which include Precision Castparts, Lubrizol, Clayton Homes, Marmon, and IMC/ISCAR). The conglomerate is unique in that it is run on a completely decentralized basis. Berkshire is expected to generate close to $375 billion in revenue in 2025.

Caterpillar is the world’s leading manufacturer of construction and mining equipment, off-highway diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives. Its reporting segments are construction, resource, energy, and transportation. Market share approaches 20% across many products. Caterpillar operates a captive finance subsidiary to facilitate sales. The firm has a global reach that is approximately evenly balanced between the US and the rest of the world. Construction skews more domestic, while the other divisions are more geographically diversified. An independent network of over 150 dealers operates approximately 2,800 facilities, giving Caterpillar reach into about 190 countries for sales and support services.

Siemens is a multi-industry company focused on the areas of automation, electrification, mobility, and healthcare. Its top three geographic regions—the United States, Germany, and China—contribute over half of group revenue. Siemens has a 71% investment in separately listed Siemens Healthineers. Recent portfolio activity included the listing of Siemens Energy, spinning out its power and gas and Siemens Gamesa business divisions in 2020.

International Holdings Co PJSC is a United Arab Emirates-based public joint stock company. The group, along with its subsidiaries, is engaged in management services and investing in diversified projects; trading and importing of food items; sale of poultry products, and others. The company is organized into business segments as follows: Real estate and construction, Food, Technology, Financial services, Marine and dredging, Hospitality and leisure, Energy, and Services and other segments. It generates the majority of its revenue from the Real estate and construction segment.

ABB supplies electrical equipment and automation products. Founded in the late 19th century, the company was created out of the merger of two old industrial companies: ASEA and BBC. Its products include electrical equipment, industrial robots, and equipment used for industrial automation, sold via approximately 19 business divisions. ABB is the number-one or -two supplier in two-thirds of its product segments.

Zhongji Innolight Co Ltd is a China-based company engaged in the research & development, production, and sales of high-end optical communication transceiver modules, 5G wireless networks, telecom transmission, and fixed network access. The company pays attention to technology research and development and promotes products with high speed, Miniaturization, low power consumption, and low cost that are developed to provide cloud data centers of high-speed Optical transceivers for telecom equipment manufacturers 5G Fronthaul, midhaul, and backhaul optical modules are used to transmit optical on metro, backbone, and core networks modules as well as applications for fixed networks.

Schneider Electric is a global leader in energy management and industrial automation. It holds leading positions in electrical distribution. Its four end-markets include: Buildings, Data Center & Networks, Infrastructure, and Industry. Its largest countries include the United States, China and India.

Founded in 1911 by Joseph Eaton, the eponymous company began by selling truck axles in New Jersey. Eaton has since become an industrial powerhouse largely through acquisitions in various end markets. Eaton's portfolio can broadly be divided into two parts: its electrical and industrial businesses. Its electrical portfolio (representing around 70% of company revenue) sells components within data centers, utilities, and commercial and residential buildings, while its industrial business (30% of revenue) sells components within commercial and passenger vehicles and aircraft. Eaton receives favorable tax treatment as a domiciliary of Ireland, but it generates over half of its revenue within the US.

Siemens Energy manufactures a wide range of equipment used to generate and transmit energy. The group is a product of the spinout from Siemens AG in 2020, consisting of the power and gas segment and Siemens Gamesa, although its operations go back over 150 years. Approximately one-sixth of global electricity generation is based on its technology.

Deere is the world’s leading manufacturer of agricultural equipment and a major producer of construction machinery. The company is divided into four reporting segments: production & precision agriculture, or PPA, small agriculture & turf, or SAT, construction & forestry, or CF, and financial services, or FS, its captive finance subsidiary. The core PPA business is the largest contributor to sales and profits by far. Geographically, Deere sales are 60% US/Canada, 17% Europe, 14% Latin America, and 9% rest of the world. Deere goes to market through a robust dealer network that includes over 2,000 dealer locations in North America with reach into over 100 countries. John Deere Financial provides retail financing for machinery to its customers and wholesale financing for dealers.

Honeywell traces its roots to 1885 with Albert Butz’s firm, Butz Thermo-Electric Regulator, which produced a predecessor to the modern thermostat. Other inventions by Honeywell include biodegradable detergent and autopilot. Today, Honeywell is a global multi-industry behemoth with one of the largest installed bases of equipment. It operates through four business segments: aerospace technologies, industrial automation, energy and sustainability solutions, and building automation. Recently, Honeywell has made several portfolio changes to focus on fewer end markets and align with a set of secular growth trends. The firm is working diligently to expand its installed base, deriving around one third of its revenue from recurring aftermarket services.

Hitachi Ltd is engaged in diverse businesses spanning industries, energy, IT, and real estate. The company operates through four business segments. The Connective Industries segment covers elevators, escalators, home appliances, air conditioning, semiconductor manufacturing equipment, medical analyzers, industrial and distribution solutions, water and environmental solutions, and industrial equipment. The Digital Systems & Services segment offers system integration, consulting, cloud services, IT products, software, and ATMs. The Green Energy & Mobility segment focuses on power grids, renewable energy, nuclear power, and railway systems. The Others include real estate management, sales, and leasing. It generates the majority of its revenue from the Green Energy & Mobility segment.

Mitsubishi Corp. is Japan’s largest general trading house, or sogo shosha, a type of conglomerate unique to Japan. Its core role is that of a trading intermediary in a variety of industrial sectors, including resources businesses like energy and metals as well as non-resources businesses, both industrial ones like automotive and non-industrial ones like food, healthcare, and retail. In addition to acting as a trading intermediary (including midstream processing functions to convert inputs into final products), Mitsubishi also participates in upstream production businesses and downstream distribution businesses.

Parker Hannifin started out in 1917 as Parker Appliance, selling pneumatic brakes. Through the acquisition of branded components, the firm has expanded into aerospace engines, agricultural and construction machinery, freight and passenger vehicles, and industrial automation equipment. Within these larger systems, Parker sells a wide array of small, critical pieces such as hydraulic, electromechanical, climate control, and filtration components. Many of its products are designed to work together, resulting in a high rate of cross-selling.

Cummins is a leading manufacturer of diesel and other engines used in heavy- and medium-duty commercial trucks, off-highway equipment, and locomotives, in addition to prime power and standby generators. The company also sells powertrain components, which include filtration products, transmissions, turbochargers, aftertreatment systems, and fuel systems. Sales are approximately 60% US and Canada and 40% rest of the world. Much of Cummins’ foreign sales (China, India, and so forth) are through joint ventures. The company operates 650 distributors and over 19,000 dealer locations across 190 countries. Cummins’ business model is unique as it competes with many of its heavy-duty truck manufacturer customers, which also make their own engines.

Atlas Copco is a 140-year-old Swedish company that pioneered air compression technology and remains a leading air compressor manufacturer. Atlas Copco is also a leading manufacturer of vacuum pump equipment, industrial power tools, and portable power and air compression equipment. The company's operations match the geographic breadth of its customers, with a presence in 180 countries. Atlas Copco's revenue is derived from three sources: initial equipment sales, spare parts, and maintenance.

Mitsui is a general trading house, or sogo shosha, a type of conglomerate unique to Japan. Its core role is that of a trading intermediary in a variety of industrial sectors, including resources businesses like energy and metals as well as nonresources businesses, both industrial ones like machinery and nonindustrial ones like food, healthcare, and retail. In addition to acting as a trading intermediary (including midstream processing functions to convert inputs into final products), Mitsui participates in upstream production businesses and downstream distribution businesses. Among Japan’s large trading houses, Mitsui has the highest exposure to resources businesses.

Itochu is a general trading house, or sogo shosha, a type of conglomerate unique to Japan. Its core role is that of a trading intermediary in a variety of industrial sectors, including resources businesses such as energy and metals as well as nonresources businesses, both industrial ones like machinery and nonindustrial ones like food, IT consulting, and retail. In addition to acting as a trading intermediary (including midstream processing functions to convert inputs into final products), Itochu also participates in upstream production businesses and downstream distribution businesses. Among Japan’s large trading houses, Itochu has the highest exposure to nonresources businesses and more downstream exposure, such as its ownership of convenience-store chain FamilyMart.

3M, a multinational conglomerate founded in 1902, sells tens of thousands of products ranging from sponges to respirators. The firm is well known for its extensive research and development capabilities, and it is a pioneer in inventing new use cases for its proprietary technologies. 3M is organized across three business segments: safety and industrial (representing around 44% of revenue), transportation and electronics (36%), and consumer (20%). The firm recently spun off its healthcare business, now known as Solventum. Nearly half of 3M’s revenue comes from outside the Americas.

Founded in 1890 as the first manufacturer of electric fans in North America, Emerson Electric has become a leading industrial automation player through the acquisition of established brands. Emerson organizes its business into seven segments that sell a wide range of automation software, power tools, and automation hardware such as valves, gauges, and switches. In recent years, Emerson divested its climate technology and consumer businesses to become more of a pure-play industrial automation company. The automation of a factory is an enticing long-term proposition for manufacturers, helping reduce accident rates and raise uptime and productivity.

Based in Toronto, Barrick is one of the world's largest gold miners. In 2025, the firm sold about 3.3 million attributable ounces of gold and about 220,000 metric tons of copper. At end-2025, Barrick had about two decades of gold reserves along with significant copper reserves. After buying Randgold in 2019 and combining its Nevada mines in a joint venture with competitor Newmont later that year, it operates mines in the Americas, Africa, the Middle East, and Asia. The company also has growing copper exposure, driven by the expansion of its Lumwana mine in Zambia and the development of its Reko Diq copper and gold project in Pakistan. It intends to undertake an IPO of its joint venture stakes in Nevada Gold Mines and Pueblo Viejo along with its Fourmile deposit later in 2026.

Founded in 1912, Illinois Tool Works has become a diversified industrial manufacturer through acquisitions and innovations that follow customer needs. ITW operates through seven business segments, with no segment representing more than one-fifth of revenue. ITW’s automotive OEM segment sells vehicle components; its food equipment segment sells commercial kitchen appliances; its test and measurement and electronics segment sells inspection and analysis equipment; its welding segment sells welding equipment and consumables; its polymers and fluids segment sells industrial and consumer adhesives, solvents, and coatings; its construction products segment sells building fasteners and tools; and its specialty products segment sells medical, packaging, HVAC, and airport ground equipment.

Sumitomo Electric Industries Ltd manufactures and sells electric wires and cables, and other products. The company operates through five segments. The Automotive related business covers wire harnesses, anti-vibration rubber, hoses, electrical parts, and traffic control systems. The Electronics related business provides electronic wires, flexible printed circuits, fluoropolymer products, and metal components. The Environment and Energy related business handles power transmission equipment, substation systems, vacuum and beam equipment, and conductive products. The Industrial Materials business includes steel wire, tools, optical components, and sintered parts. The Information and Communication business offers fiber optic cables, communication equipment, and optical devices.

Paccar is a leading manufacturer of medium- and heavy-duty trucks under the premium nameplates Kenworth and Peterbilt, which are primarily sold in the Americas and Australia, and DAF, which primarily services Europe and South America. The trucks segment (74% sales) goes to market through a network of 2,200 independent dealers. Paccar maintains an internal finance subsidiary that provides retail and wholesale financing for customers and dealers (6% sales). In recent years, Paccar has aggressively expanded its parts business (20% of sales), including engines, axles, and transmissions for its own truck brands as well as independent producers. The company commands 30% of the Class 8 market share in North America and 15% of the heavy-duty market share in Europe.

Sandvik is a manufacturer of specialized tools and mining equipment used predominantly by global mining, engineering, and automotive customers. The group is composed of three segments: mining and rock solutions, rock processing, and machining. Sandvik was founded in 1862 and listed on the Nordic Exchange in Stockholm in 1901.

With roots tracing back to the early 1900s, Rockwell Automation is the successor to Rockwell International, which spun off its avionics segment in 2001. It is a pure-play industrial automation company that operates through three segments. Its largest segment by revenue, intelligent devices, sells factory floor-level devices such as motors, drives, sensors, relays, and actuators. Its software and control segment sells visualization, simulation, and human-machine interface software and control products such as programmable controllers, computers, and operator terminals. Its smallest segment, lifecycle services, offers digital consulting, engineered-to-order services, and other outsourced services such as remote monitoring, cybersecurity, and asset and plant maintenance and optimization.

Sumitomo Corp. is a general trading house, or sogo shosha, a type of conglomerate unique to Japan. Its core role is that of a trading intermediary in a variety of industrial sectors, including resources businesses such as energy and metals as well as nonresources businesses, both industrial ones like machinery and non-industrial ones like food, media, and retail. In addition to acting as a trading intermediary (including midstream processing functions to convert inputs into final products), Sumitomo also participates in upstream production businesses and downstream distribution businesses.

Marubeni is a general trading house, or sogo shosha, a type of conglomerate unique to Japan. Its core role is that of a trading intermediary in a variety of industrial sectors, including resources businesses such as energy and metals as well as nonresources businesses, both industrial ones like machinery and nonindustrial ones like food, real estate, and retail. In addition to acting as a trading intermediary (including midstream processing functions to convert inputs into final products), Marubeni also participates in upstream production businesses and downstream distribution businesses.

CITIC Ltd is a Hong Kong-based conglomerate. Along with its subsidiaries, it operates in the following reportable segments: Comprehensive Financial Services, Advanced Intelligent Manufacturing, Advanced Materials, New Consumption, and New-type urbanisation. Maximum revenue is generated from the Advanced Materials segment, which includes exploration, processing, and trading of resources and energy products, including iron ore, copper, and crude oil, as well as the manufacturing of special steels. The Comprehensive financial services segment provides banking, securities, trust, insurance, and asset management services. Geographically, the group generates maximum revenue from the Chinese mainland, followed by Hong Kong, Macau and Taiwan, and Overseas markets.

HD Hyundai Heavy Industries is engaged in shipbuilding and heavy-industry manufacturing. The company operates through four segments: Engine Machinery, Offshore Plant, Shipbuilding, and Others. The Engine Machinery segment produces marine engines, diesel power systems, pumps, and fluid machinery. The Offshore Plant segment handles the construction and installation of offshore structures, floating production units, and power-generation equipment. The Shipbuilding segment manufactures crude-oil carriers, container ships, product tankers, LNG carriers, and naval vessels. The Others segment covers leisure and performance-related facilities. It generates the majority of its revenue from the Shipbuilding segment.

Fanuc's primary products include industrial robots, computerized numerical control systems (CNC), and compact machining centers (Robodrills) globally. The company had its beginnings as part of Fujitsu developing early numerical control systems and commands the top global market share with its CNC systems and industrial robots.

Toyota Tsusho Corp is a Japan-based company involved in trading diverse products, along with the manufacturing, processing, sales, investment, and related service activities. The company operates through segments including Africa, Circular Economy, Digital Solutions, Green Infrastructure, Lifestyle, Metal Plus, Mobility, Supply Chain, and Others. It generates the majority of its revenue from the Metal Plus segment, which processes, manufactures, treats, and sells steel products and nonferrous metal ingots, among others.

Adani Enterprises Ltd is a holding company. The company's segment includes Integrated Resources Management, Mining, Commercial Mining, New Energy Ecosystem, Road, Airport, and others. The company generates maximum revenue from the Integrated Resources Management segment.

Toyota Industries Corp is engaged in the manufacture and sale of automobiles, industrial vehicles, and textile machinery. The group operates through three reportable segments: Automobiles, Industrial Vehicles, and Textile Machinery. The Automobiles segment includes vehicles, engines, castings, car air conditioner compressors, electronic devices, and batteries. The Industrial Vehicles segment covers forklift trucks, warehouse equipment, automated warehouses, and logistics solutions. The Textile Machinery segment manufactures looms, spinning machines, and related equipment. It generates the majority of its revenue from the Industrial vehicles segment.

Mahindra & Mahindra Ltd is a holding company. The company's segment includes Automotive; Farm Equipment and Services. It generates maximum revenue from the Automotive segment. The Automotive segment comprises the sale of automobiles, spares, mobility solutions, construction equipment, and related services. Geographically, it derives a majority of its revenue from India.

Komatsu, headquartered in Tokyo, is the world’s second-largest manufacturer of construction, mining, and utility equipment, with a legacy dating back to 1921. Operating in over 150 countries, Komatsu delivers a full suite of heavy machinery, intelligent solutions, and lifecycle services across infrastructure, energy, natural resources, and industrial sectors.

Weg SA produces and sells electric motors, generators, control systems, and other industrial devices world-wide. The company has three reportable segments: industry, energy, and foreign (outside of Brazil). The industry segment manufactures various motors, drives, controls, and equipment for industrial automation. Energy segment products consist of electricity generators, alternators, wind turbines, hydraulic and thermal steam turbines (biomass), substations, transformers, measuring instruments, control panels, and systems integration services. The foreign segment consists of operations carried out through subsidiaries located in different countries.

Switzerland-based Schindler is a top-four global supplier of elevators and escalators. The business generates revenue in three ways: selling new elevators and escalators, modernizing old equipment, and servicing existing installations. Most of the company's profit comes from the last activity, where contracts are rolled over annually with built-in price increases. Ninety percent of its business is in elevators, which are more numerous globally than escalators. Its business model is similar to that of closest competitors Otis, Kone, and TK Elevator.

Epiroc is a global manufacturer of niche equipment and services used by mining and infrastructure customers. The company’s products include hard rock drilling equipment and excavation technologies for underground and surface mining, as well as servicing and spare parts. Approximately 69% of group sales are from the aftermarket, which includes services and the sale of spare parts and consumables. Epiroc was spun out of Atlas Copco and listed as a stand-alone company on Nasdaq Stockholm in 2018.

CK Hutchison Holdings, or CKH, is a Hong Kong headquartered conglomerate with key businesses in ports, retail, infrastructure, and telecommunications. The company was created in 2015 to house the merged assets of Cheung Kong Holdings and Hutchison Whampoa as the group sought to flatten out and simplify its original holding structure. CKH contains most of the businesses previously housed in Hutchison Whampoa, minus the property assets, which were spun off into their own listing, CK Asset Holdings. Telecommunications and infrastructure activities now make up the largest share of EBITDA, at around 53%. The planned sale of most of the ports business is currently being scrutinized by the government.

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 the revenue coming from recurring and recurring sources.

Kone is a global top-four supplier of elevators and escalators. Kone began producing elevators in Finland in 1918 and today generates revenue in three ways: selling new elevators and escalators, modernizing old equipment, and servicing its installed base. Most of the company's profit comes from the last activity, where contracts are rolled over annually with built-in price increases. The bulk of Kone's business is in elevators, which are more numerous globally than escalators. Its business model is similar to its closest competitors Otis, Schindler, and TK Elevator.

China State Construction Engineering Corp Ltd is a construction and real estate conglomerate. The company conducts its operations through five segments: Housing Construction segment, Infrastructure Construction and Investment segment, Real Estate Development and Investment segment, Design & Survey segment, and Others segment. It derives the majority of its revenue from the Housing Construction segment. The company's services include product technology research and development, survey and design, real estate development, engineering contracting, equipment manufacturing, asset operation, and property management.

NARI Technology Co Ltd is engaged in providing power & automation technologies in China. It operates in areas of power system automation, smart grid, renewable energy, railway automation, industrial control, & energy conservation & environment protection.

Kyocera is a Japanese conglomerate whose original business consisted of manufacturing fine ceramic components; the firm has since expanded into manufacturing handsets, printers, solar cells, and industrial tools. As a result of reorganization, the firm now consists of three major business segments, which are the core components business (28% of 2024 revenue), electronic components business (18% of revenue), and solutions business (54% of revenue).

Ingersoll Rand was formed through the merger of Gardner Denver and Ingersoll Rand's industrial segment. The firm’s portfolio consists of two business lines: industrial technologies and services, and precision and science technologies. Ingersoll Rand serves a variety of end markets, including industrial, medical, and energy. Its broad portfolio of products includes compression, blower and vacuum, and fluid management. Ingersoll Rand generated roughly $7.7 billion in revenue in 2025.

Techtronic Industries Co Ltd is a designer and manufacturer of power tools. It operates in two segments namely Power Equipment and Floorcare and Cleaning. The company generates maximum revenue from the Power Equipment segment. Its Power Equipment segment includes sales of power tools, power tool accessories, outdoor products, and outdoor product accessories for consumer, trade, professional, and industrial users. The products are available under the MILWAUKEE, EMPIRE, AEG, RYOBI, and HOMELITE brands plus original equipment manufacturer (OEM) customers. Geographically, it derives a majority of its revenue from North America.

Vestas is a leading manufacturer of wind turbines with the highest installed capacity under service in the world. The firm operates two business segments: power solutions and services. The power solutions segment designs, manufactures, and installs onshore and offshore wind turbines. The services segment performs operating and maintenance service work on wind turbines.