The lender perception gap is the most underappreciated point here. Internally, a team believes aging balances are collectible. Externally, a bank is already discounting them. That difference does not show up in the P&L, but it shows up in the cost and availability of credit when it matters most.
The whack-a-mole framing is accurate and honest. AR management fails not because teams are incompetent but because the work is genuinely fragmented across very different task types, and optimising one part usually degrades another without structure to hold the whole process together.
The automation point lands correctly: a faster broken process is still broken.
The lender perception gap is the most underappreciated point here. Internally, a team believes aging balances are collectible. Externally, a bank is already discounting them. That difference does not show up in the P&L, but it shows up in the cost and availability of credit when it matters most.
The whack-a-mole framing is accurate and honest. AR management fails not because teams are incompetent but because the work is genuinely fragmented across very different task types, and optimising one part usually degrades another without structure to hold the whole process together.
The automation point lands correctly: a faster broken process is still broken.