Today, data collection is human dependent, inefficient, and vulnerable to quality issues. Data is often collected in siloes, making it inaccessible and difficult to use in future analyses. As a result, your ability to scale data-driven initiatives can be significantly impacted. The key to improving data collection is knowing where to automate your processes with technology while leveraging the appropriate amount of human oversight.