As a data engineer, I’ve noticed business teams submitting intake forms, compliance documents, and project proposals that a tech team then manually validates against a set of predefined business rules stored in a database that gets updated quarterly. The time it takes to validate a single form is typically in the hours, and by the time you’ve validated the form, the submitter has moved on to other work. When I needed to validate project intake forms against 60+ business rules of financial, compliance, and other types of business rules and guidelines (some of them to be used in a deterministic