[FEAT] Data sanity check at end of forecast task

[ivelin]

Is your feature request related to a problem? Please describe.
Sometimes forecast task produces duplicate or incorrect data which is hard to detect and debug when it leaks to reports.

Describe the solution you'd like
Implement validation checks at the end of forecast task to ensure forecast data remains coherent.