Initially this would seem like an odd story but slowly you could reveal things about why they never discovered it before. Possibly someone was using a memory wiping device and deleted the wrong memory chain.
It could be that someone was now trying to track them down because they still remembered that other thing they tried to erase. In the end they get them and correct the process.