We have shifted our focus from governing data when an initiative is complete, to beginning data governance during the design phase of the software development lifecycle. We walk with our development teams to ensure that governance is baked into the plan, not an afterthought. We determine the level of governance that is needed for new data products during design. This ensures that the development teams are not surprised by our governance requirements, reducing remediation, and improving the quality of the data products from their inception.