Estimate backlog duration from net burn
Backlog duration depends on how much backlog shrinks after new demand arrives.
Use net reduction
Completed work is not enough if new backlog arrives at the same time.
Watch variability
A constant weekly burn is a planning assumption.
Reforecast
Update the estimate when incoming demand changes.