Build what differentiates you. Buy what doesn't. Your product is your business. Your testing infrastructure is not.
Most data teams discover quality problems the same way: a dashboard looks wrong, a stakeholder files a ticket, and an engineer traces the damage backward through the pipeline. By then, the bad data ...