UpKeep vs McKinsey & Company
Side-by-side comparison of AI visibility scores, market position, and capabilities
LA mobile-first CMMS for maintenance teams with field technician app serving Marriott, McDonald's, and Yamaha; $60M Insight Partners-backed competing with Fiix and MaintainX for industrial and facilities maintenance management.
About
UpKeep is a Los Angeles-based mobile-first maintenance management platform — backed with $60 million raised from Insight Partners, YC, 8VC, and others — providing CMMS (Computerized Maintenance Management System) software for facilities managers, maintenance technicians, and operations teams in manufacturing, facilities, hotels, restaurants, and field service industries to track work orders, manage assets, schedule preventive maintenance, and analyze maintenance performance. Founded in 2016 by Ryan Chan (who started UpKeep while working as a maintenance engineer and frustrated with desktop-only CMMS tools), UpKeep serves 3,500+ companies including Yamaha, Marriott, and McDonald's with mobile-first maintenance management.
New York global management consulting (founded 1926, private) at ~$16B 2024 revenue; 40% AI-related projects, QuantumBlack AI (350+ scientists), "State of AI 2025" thought leadership competing with BCG and Deloitte for C-suite AI strategy.
About
McKinsey & Company is a New York City-based global management consulting firm — privately held as a partnership — providing strategy, operations, technology, and organization consulting to CEOs and C-suites of the world's largest corporations, governments, and institutions through approximately 40,000 professionals across 130+ offices in 70+ countries and approximately $16 billion in estimated revenue in 2024. Founded in Chicago in 1926 by James O. McKinsey, a University of Chicago accounting professor, the firm's modern identity was shaped by Marvin Bower (who joined in 1933 and led the firm from 1950-1967, establishing the partnership model, professional ethics standards, and global expansion that define McKinsey today). Global Managing Partner Bob Sternfels (reelected to a second and final three-year term in February 2024) oversees the firm through a challenging period that includes reputation headwinds from its opioid consulting work and global scrutiny of consulting industry practices. McKinsey's service capabilities span traditional strategy consulting through McKinsey Digital (digital transformation, analytics), QuantumBlack (AI and machine learning, acquired 2015), and McKinsey Technology (CTO/CIO advisory, technology strategy) — with over 7,000 employees in digital and technology roles and approximately 40% of 2024 projects estimated to be AI-related. McKinsey's "State of AI in 2025" report found that organizations now mitigate an average of four AI-related risks (versus two in 2022) and that AI high performers (6% of survey respondents) attribute 5%+ EBIT improvement to AI, with AI agents increasingly deployed as virtual coworkers rather than passive research assistants.
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