Data Governance: Why Companies Need To Shift From Manual Management To Machine-Automated Data governance needs to shift from inefficient, unreliable, quickly outdated manual processes that prevent teams from capturing and leveraging the value of their data and move toward data-driven automation capable of unleashing the power of data insight.