By the time a deduction, a short pay, or a chargeback reaches your ledger, the event that caused it is already weeks in the past and the proof has already fragmented. You can see the amount, the account, and the reason code. What you cannot see is the delivery, because finance inherits the consequence, not the handoff. So the work goes backward through AR, customer service, and operations, all trying to reconstruct a moment that no one captured cleanly, against a window that is already running.
Look at what that costs at the level you actually manage. Deductions and chargebacks run something like five to seven percent of revenue across distribution, and a real share of that is disputable rather than contractual. Recovery on the disputable portion swings enormously on one variable: whether contemporaneous documentation exists. With it, recovery runs high. Without it, recovery collapses, and the difference is not a rounding error, it is the majority of the recoverable pool. At the same time, a meaningful slice of annual sales sits trapped as working capital in open disputes, generating nothing, and the deduction reserve absorbs what the team could not fight in time. In a business where net margins are thin, that leakage lands directly on the line that matters.
The most expensive part is the part that never gets debated. When it costs more to investigate a deduction than the deduction is worth, it gets written off. Each decision is individually rational and collectively enormous, and it is made silently, month after month, because the alternative is labor you do not have. You are not choosing to absorb the loss so much as inheriting a process that makes absorbing it the only economical option.
Everything about that changes when the proof exists before finance has to chase it. If the delivery is captured into one verified record at the handoff and connected to the shorts, fees, and deductions that arrive later, then the disputable portion is defensible inside the window, the reconstruction labor drops out, and the capital stops sitting in limbo. FlowSense does not automate your AR workflow and it does not promise a recovery rate. It moves the proof upstream, to the moment it is strongest, so the downstream number your team fights is one you can actually stand behind.
The honest way to size this is to put your own revenue and your own deduction rate against the recovery gap and see what the delta is worth in a year. If that number is large enough to matter, it is worth a short conversation about where the proof would come from.