Have you had the autofill off for a good amount of time?
I think you have a leak - there's too much potential for the auto fill to be leaking and water migrating, or the pool plumbing that's directly underneath. Concrete crew could have hit something after it was buried, or some PVC is not fully glued. Might be a scenario where it only leaks when system is off, etc.