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IBM did not exist in 1874, yet the birth of Thomas J. Watson Sr. marked the beginning of a leadership legacy that later shaped the company. The roots of IBM trace back to 1896, when Herman Hollerith founded the Tabulating Machine Company to process United States Census data using punched cards. In 1911, financier Charles Flint merged Hollerith’s business with other industrial firms to form the Computing Tabulating Recording Company. That holding company later became IBM.
In its earliest form, IBM’s predecessor built mechanical tools for record keeping. Its products included punched card tabulators, time clocks, and computing scales. These machines helped factories track worker hours and helped governments count citizens. Revenue remained modest. The workforce stayed under one thousand employees. Operations focused mainly on the United States. Data processing meant sorting physical cards and operating mechanical levers. The business model relied on precision manufacturing and direct enterprise sales. Even at this stage, the company targeted mission critical administrative tasks rather than consumer gadgets.
From Mechanical Systems to Enterprise Infrastructure
IBM shifted from electromechanical devices to electronic computing during the twentieth century. Mainframes became the backbone of banks, airlines, and governments. That shift established IBM as a long term enterprise technology partner. Over decades, the company expanded into software, services, and global consulting. Its culture reflected Watson’s emphasis on discipline and customer focus, symbolized by the THINK philosophy.
By 2026, IBM operates as a global technology provider with a market capitalization above 250 billion dollars. The company reported 67.5 billion dollars in revenue for full year 2025, with quarterly growth accelerating in the fourth quarter. Free cash flow reached 14.7 billion dollars. IBM employs about 288,000 people worldwide after strategic restructuring. Its portfolio now centers on hybrid cloud and artificial intelligence. The acquisition of Red Hat strengthened its position in multi cloud environments through OpenShift. The watsonx platform supports enterprise AI deployment with governance controls. Infrastructure offerings include next generation mainframes that process AI workloads within secure environments.
AI Strategy And Near Term Outlook

IBM positions watsonx as a platform for enterprise grade AI integration. The company reports a generative AI book of business exceeding 12.5 billion dollars. This growth reflects demand from regulated sectors such as finance and healthcare. IBM also invests in quantum research through IBM Quantum, where it aims to improve useful qubit performance for commercial workloads.
From our editorial perspective at SquaredTech.co, IBM’s long history reveals a consistent pattern. The company adapts its technology stack while preserving its enterprise focus. In the punched card era, IBM solved payroll and census problems. In 2026, IBM solves cloud integration and AI governance challenges. The tools changed from mechanical gears to cloud platforms, yet the target remains large institutions that require reliability and scale.
In the near term, IBM will likely deepen hybrid cloud adoption and expand watsonx deployments. Enterprises seek AI systems that align with compliance standards and existing infrastructure. IBM benefits from decades of trust in mission critical systems. The company’s transformation from tabulating machines to AI platforms demonstrates how sustained adaptation can reposition an industrial manufacturer into a central player in enterprise computing.
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