The most appropriate answer to the question of why companies collect more data is:
To reduce their operational costs.
Collecting data can help companies identify inefficiencies, streamline processes, and ultimately reduce costs. While other options might be relevant in specific contexts, improving operational efficiency is a primary reason many companies focus on data collection.