“With manual processes you had more time to react to quality problems, but as you invest in implementing AI, ML or Robotics, the movement of data and generating of decisions becomes so automated that doesn’t give you the appropriate time to react…By entering data without validating it first, you enabled and propagated the wrong information across the organizations in a fairly rapid speed. This causes high risk and expensive problems to solve.”