Rough timeline for my spouse:
App initiated : ~ Sep 30, 2022
Docs submitted to VFS NYC on Oct 5th 2022
Police verification: mid-end Oct 2022
Conditional approval: ~ May 1, 2023

Given that my expectation was 12 months, 7 to 8 months was a pleasant surprise.