Apparently they ended up having to do just that even after paying the ransom:

"The decryption software provided by the hacking group DarkSide, notes Bloomberg, was reportedly 'so slow' that Colonial Pipeline 'continued using its own backups to help restore the system.'"

Source- https://mashable.com/article/colonial-pipeline-paid-bitcoin-...