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In 2024, Amazon, Atos, Capgemini, Cisco, Alphabet, Microsoft, and IBM collectively accounted for 39.1% of the MLOps industry. Their market presence stems from strong investments in advanced machine learning solutions, robust cloud infrastructure, and tailored services for diverse enterprise needs. Leaders like Amazon and Microsoft leverage their expansive cloud platforms, AWS and Azure, to provide scalable and integrated MLOps solutions, catering to businesses of all sizes.
Alphabet's Google Cloud stands out with cutting-edge AI platforms like Vertex AI, while Atos, Capgemini, and IBM focus on hybrid cloud offerings and consulting expertise to address industry-specific challenges. Cisco’s emphasis on secure, edge-based MLOps solutions complements this ecosystem. Together, these companies shape the competitive landscape, driving innovation and enabling widespread adoption of MLOps across industries.
Major players operating in the MLOps industry are: