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Forrester Total Economic Impact™ (TEI) of Azure Machine Learning

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发布时间:2021/9/13

Read about the real impact and benefits businesses are experiencing by building AI solutions using Azure Machine Learning. The Forrester Consulting Total Economic Impact™ (TEI) study, comissioned by Microsoft, examines the potential return on investment (ROI)  enterprises may realize with Azure Machine  Learning. 

Forrester interviewed  five customers with experience using Azure ML and surveyed 199 data science, ML, or AI decision makers. For the purposes of this study, Forrester aggregated the results from these customers into a single composite organization to highlight:

  • Projected return on investment (ROI) of 189% to 335% 
  • Projected net present value (NPV) of $2.3M to $4.0M 
  • Improved data scientist productivity by up to 25% and data engineering productivity by up to 40%
  • Reduction in time to onboard new data scientists by 55%
  • Streamlined model development, training, validation, and deployment
  • Operationalized model explainability and monitoring 
  • Increased time-to-value of ML initiatives, improved model accuracy and increased revenue from ML insights