The only objective thing that can be measured in quality in construction is materials testing as per the applicable standards (like concrete testing etc).
Everything else in regards to failures and nonconformities on site can easily become a finger pointing exercise or a just a matter of endless discussions with the site teams whether or not something needs to be raised as an NCR.