Visão geral
A private equity backed $100M revenue company running JD Edwards faced a costly cash flow paradox: the business was paying suppliers early while also experiencing late payments from customers. These dynamics were driven by inconsistent execution across accounts payable and accounts receivable, manual workarounds, and limited operational visibility into why invoices were being paid or collected outside policy.
By redesigning AP and AR execution in JDE and embedding continuous monitoring, the company reduced early pay, minimized late payment exposure, and accelerated cash conversion, delivering $1.6M in annual EBITDA impact and $2.2M in working capital release.
Monitoring and governance
Gains sustained through daily monitoring
To sustain the gains, the company embedded ongoing monitoring of early pay and late payment behavior, tied directly to daily execution.
Every payment classified early, on time, or late
Percentage of payments made early versus on time versus late; early pay reason codes (rush, master data, batch timing, manual override); invoice cycle time by step from entry to match, approval, and payment ready; approval SLA breaches and recurring exception drivers by vendor, site, and role.
DSO, aging, disputes, and cash application
DSO by segment and root cause (dispute related, invoicing related, collections related); past due aging movement, showing what is improving and what is worsening each week; dispute cycle time and stuck reasons; cash application lag and unapplied cash trends.
The result: finance leaders can quickly see where behavior drifts, whether early pay is creeping up, approvals are slowing, or disputes are aging, and intervene before it hits cash flow.
The outcome
By fixing how AP and AR actually execute in JD Edwards and keeping continuous monitoring in place, the company turned a cash flow paradox into an 8 day DSO reduction, $2.2M of released working capital, and $1.6M of annual EBITDA impact.
