MyDataWork POV — For organizations grappling with scaling analytics, Ramp's milestone is a signal to pay attention. Their approach—treating AI as an internal engineering tool—offers a blueprint for those ready to deepen their analytics maturity. But if your team is still perfecting basic data governance or struggling with foundational BI, this might be an aspirational step too far. The real intrigue here is how Ramp marries AI with analytics engineering, a combination that could redefine internal efficiencies for the well-prepared.