Data Analytics & AI

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Assessing the Business Value of New AI Initiatives: A Strategic Framework

Some AI initiatives cut costs and drive innovation—others waste company resources without much ROI. Toptal’s Artificial Intelligence and Data Analytics Practice Lead describes an effective framework for evaluating whether an AI project can deliver tangible, hard-hitting value.

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Chas Stikeleather

Chas Stikeleather

Chas is the Artificial Intelligence and Data Analytics Practice Lead at Toptal. Before joining Toptal, he spent much of his career in management consulting at Bain & Company, helping Fortune 500 companies, private equity firms, and SMBs across industries get the most out of their data. Chas holds a bachelor’s degree in economics from Stetson University and a master’s degree in analytics from North Carolina State University.

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