Most applications these days are more read-intensive, so there's a good pay-off for performing data processing as it's being prepared for storage. And I've bee

Most applications these days are more read-intensive, so there's a good pay-off for performing data processing as it's being prepared for storage. And I've been reminded (the hard way) time and again that the sooner I clean/correct data, the less likely it is to hurt me later.