Which means the hardware and software is in place to compile the data. Which means that someone other than NYC police is compiling the data. Which means this third party is giving the data to other agencies. Which means you have no privacy.
Just like the Nazi intelligence service in Germany, this system could be abused by an authoritarian government - which we already have.