What is one of the primary business goals of introducing automation?

• A. To automatically account for changes in data's schema, saving time on quality assurance
• B. To automatically calculate key metrics
• C. To increase revenue by driving sales
• D. To reduce human intervention in processes, saving time and money

Answer: (D)

Automation is fundamentally about reducing manual work. By designing workflows that run tasks with minimal human input, time is saved and labor costs drop, while consistency and speed often improve. This combination—less human intervention leading to faster, cheaper processes—is the core reason organizations adopt automation.

Other capabilities, like handling changing data schemas or automatically computing metrics, are valuable benefits that support efficiency, but they are not the primary motivation. Increasing revenue can follow from faster, more reliable processes, yet the essential driver is cutting manual effort and the associated time and cost savings.