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Realize Superior Business Outcomes, Developer Efficiency, and Accelerated Innovation
with High-Performance, Cost-Efficient, and Easy-to-Use ML Infrastructure
IDC White Paper, sponsored by Amazon Web Services
October 2021 | Doc. #US48194621
Sriram Subramanian
Research Director, AI/ML Lifecycle Management Software, IDC
Sriram Subramanian is a Research Director within IDC's AI and Automation Software
Research group covering AI/ML Lifecycle Management Software. His coverage on AI/ ML
Lifecycle management includes the tools, technologies, and end-user needs for building,
training, tuning, running, and scaling the end-to-end life cycle for AI/ML solutions from
experimentation to production. Major themes of his research include MLOps, Trustworthy
AI, AI Build, and Data Labeling. He advises vendors on product strategy, market positioning,
and messaging; and buyers on implementing end to end scalable ML pipelines and
AI-enabled digital transformation best practices to meet their business needs.
More about Sriram Subramanian
About the Analyst
