Laying the Foundation: Data Governance Best Practices Data is the new oil, but without strong governance, it can quickly become a liability. With increasing regulations and cyber threats, building a solid data governance framework is no longer optional. This guide explains the key essentials: Know your data: Inventory, classify, and catalog every data asset. Set clear policies: Standardize definitions, access rules, quality standards, and retention policies.