Welcome to the forum.
My initial guess is that the batteries are defective, with the capacity failing to satisfy the nameplate rating.
A battery is considered to be End of Life, EOL, when the capacity fails to exceed the nameplate Ampere hour, Ah, rating.
The two ways to quantify the Ah for a battery. One is to either measure it w/ a meter, resembling a multimeter, except the AC conductance is measured and then cross referenced to an internal lookup table, specific to that particular battery.
The other way to quantify the Ah of a battery is the Old School method (my preference). Fully charge the battery for 24 hours w/ an appropriate charger. Remove the charger. Apply a load that would fully discharge a battery in 20 hours. That is, if the nameplate rating is 100Ah, then apply a 5A load. I like to use my carbon pile load for that testing. Measure the run time. The battery is okay if the run time exceeds 10 hours, greater than 50% capacity and must be replaced if the run time is less than 10 hours.
Fully recharge the battery for 24 hours.
Note there are other possible problems, like bad electrical connections that should all be checked My initial guess is the battery capacity is insufficient.