Size your cash buffer from the hold-time tail
Under-buffer and a payout delay halts your scaling.
— Use p90 hold time, not the median — tails are what strand you
— Multiply by peak daily spend, not average
— Add one payment cycle of lag (the frequency gap)
— Hold a 20% contingency for a single delayed payout
— Recompute the buffer each time spend steps up
Buffer = (p90 hold + cycle lag) × peak spend × 1.2
Worked: (58d+7d) × $2k × 1.2 ▏▏▏▏▏ ≈ $156k
Read: the buffer is set by the worst 10% of holds, never the typical one.
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Size your cash buffer from the hold-time tail
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