Occasionally I've advocated to product-owners that their design needs a business/domain-concept for uncertainty or data-quality, rather than treating it as an i

Occasionally I've advocated to product-owners that their design needs a business/domain-concept for uncertainty or data-quality, rather than treating it as an implementation detail. This is especially true when you've got data where even a human specialist would throw up their hands and say: "It could be this, or that, I can't tell."