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PVF Distribution

PVF Distribution

AI to Free Trapped Working Capital for PVF Distribution

The short answer

To free working capital tied up in inventory, raise inventory turns and cut days sales of inventory (DSI) by removing excess and obsolete stock and right-sizing safety stock — without dropping fill rate. Maintained targets the exact SKUs holding cash hostage and protects service levels while it does.

Last updated September 2026

The problem in pvf distribution

Pipe, valve, and fitting distributors managing enormous SKU counts where slow movers quietly bury working capital. Inventory is usually the largest thing on the balance sheet, and finance pressures operations on turns and write-offs every quarter — but cutting stock risks stockouts.

How Maintained gets the outcome

  • Raise inventory turns / cut DSI on the SKUs holding the most cash
  • Remove excess and obsolete stock that never sells
  • Right-size safety stock without dropping fill rate
  • Give finance one trustworthy view of inventory value and risk

The numbers behind it

20–30% / year
Inventory carrying cost typically runs 20–30% of inventory value per year (often 25–40% for wholesale distributors).
Institute for Supply Management (via NetSuite)
20–30%
AI-driven optimization can cut inventory 20–30% while holding service levels, and reduce forecasting error up to 50%.
Epicor / MDM
~25% / year
Excess and obsolete inventory costs the typical distributor about 25% of its value every year in storage, shrinkage, and cost of capital.
Industrial Supply Magazine

Frequently asked questions

Who owns free working capital in PVF Distribution?

Usually the CFO & VP Finance, CPO & Director of Procurement and Category & Sourcing Manager. Between them they are measured on Cash conversion cycle, Days sales of inventory, Working-capital-to-sales, Write-down reserve and ROIC, so the case has to hold up in operations and finance terms at the same time. Release the cash frozen in stock without hurting service.

How is progress measured, and where do the numbers come from?

Progress shows up in DSI, Turns, Inventory Carrying Cost and GMROI. PVF Distribution has published benchmark ranges for DSI, Turns, Inventory Carrying Cost and GMROI, each cited to an industry source on its own benchmark page.

See what your inventory is really costing you.

Tell us where the cash is trapped — excess stock, idle surplus, slow RFQs — and we'll show you the outcome Maintained can unlock.

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