How Feature Stores Will Revolutionize Enterprise AI
March 9, 2021
Enterprises have struggled to turn their investments in AI into tangible results. According to Gartner, 85 percent of AI projects fail due to the challenges of pivoting from implementing AI to operationalizing it to its fullest real world capabilities. As cutting edge as the field is, data scientists spend 80% of their time on the tedious task of data preparation, which has been rated as, by far, the least enjoyable part of the job.
Feature Stores solve many of the problems the world of business has found while deploying AI. It makes the work of data scientists easier. Machine learning models can now make more accurate predictions. Transparency helps people trust the accuracy of the data. The automation of various parts of the machine learning pipeline also allows for the scaling of AI much faster.
Most importantly, all of the benefits Feature Stores provide improves a company’s bottom line.
To learn more, read the full post at Inside Big Data.