Automated decision making is subjected to systematic mistakes or systematic risk.
The sources of these risks are:
1) Genuine imbalances in the constituent populations
2) Thee way human beings train/inject bias in the algorithms
3) Limitations in the technology
As a manager you need to understand these limitations. These two articles describe use cases and opinion on the matter. They are very readable.