There’s a new world of productivity where generalized artificial intelligence meets specialized AI, particularly for developers and data scientists. Specialized AI can help businesses focus on what really matters by determining the confidence level of the model’s decision-making. This allows for automation when the model is highly confident and prompts human intervention when the confidence level is lower, according to Graham Sheldon (pictured) chief product officer of UiPath Inc.“That means having rules for governance, auditing and monitoring to make sure you know when the data is being used,” Sheldon said