An alternative may be to use a low code platform like Budibase (I am the cofounder) which is designed to help IT teams build admin panels faster. It ships with its own DB (Couch) which should speed up the process!
it's open source too!
it's open source too!
Sone invariants are easily expressed in the schema, but others (e.g. anything involving a join) are not.