Hey guys,
We finally got our PR visa issued. After countless emails we figured it out. The delay was because the right of permanent residency fee was not paid. The embassy never communicated that with us or our MP. We got the approval within 5 hours of paying that $500. If you are facing massive delay, i personally suggest do not just wait and see, but try to figure out why. If i didn't email the embassy to figure out the delay, it could have been another few weeks until someone reaches out to us (IF they would reach out).
Extremely messy operations that even MPs couldn't figure out why we are facing this delay. Regardless, best of luck to you all