AI Is More Than a Model: Four Steps to Complete Workflow Success by Johanna Pingel via @kdnuggets

The key element for success in practical AI implementation is uncovering any issues early on and knowing what aspects of the workflow to focus time and resources on for the best results—and it’s not always the most obvious steps.

I found this really interesting and gives food for thought as well as a great short roadmap for success.

Predictive Maintenance Drives Big Gains in Real World by Alex Woodie via @datanami

If you’re looking for a data project that demonstrates a clear ROI, predictive maintenance is worth a look. Delta Air Lines, for example, says predictive maintenance helped it reduce maintenance-related cancellations from 5,600 in 2010 to just 55 in 2018.

This definitely tells you of a real example of how predictive maintenance works and saves time and money for one company.