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Playbook · Oil & Gas Distribution

How to improve inventory accuracy and balance across branches in Oil & Gas Distribution (2026)

Last updated September 2026

The short answer

Right part, right branch, right time — one view across every DC. 4 steps, in order, for a oil & gas distribution operation.

What you are working against in Oil & gas

  • Long-lead spares and project demand inflate inventory
  • High-value surplus idle in yards, unvalued
  • Regional imbalance across field locations

Before you start: where Oil & gas usually sits

MetricTypical for Oil & gasWhat good looks like
Inventory Turnover Ratio 2–4 turns Long-lead spares cap turns; above 4 is strong
Days Sales of Inventory 90–150+ days Long-lead spares push DSI high; under 90 is excellent
Inventory Carrying Cost 25–40% / yr High-value idle spares raise the risk component
Excess & Obsolete (E&O) Reserve 15–30% Project leftovers drive high E&O in yards

Published ranges, not targets. Take your own baseline before step one.

The steps

  1. 1One live view of stock and value across every branch and DC
  2. 2Reconcile book-to-physical to kill phantom stockouts
  3. 3Rebalance to the branch that needs it before buying
  4. 4Protect the counter sale and the fill rate

Why it pays off

20–30%
AI-driven optimization can cut inventory 20–30% while holding service levels, and reduce forecasting error up to 50%.
Epicor / MDM
$1.77T
Inventory distortion — stockouts plus overstock — cost an estimated $1.77 trillion in 2023, about 7.2% of retail sales.
Planster / IHL
83%
83% of distribution executives have implemented AI in at least one function, up from 35% in 2023.
Epicor

Frequently asked questions

How do you tell whether this is working in oil & gas distribution?

Recompute the same way each period. Fill Rate: Fill Rate = Units Shipped from Stock ÷ Units Ordered. Inventory Turnover Ratio: Inventory Turns = Cost of Goods Sold ÷ Average Inventory. Days Sales of Inventory: DSI = (Average Inventory ÷ Cost of Goods Sold) × 365.

What does Oil & gas start from?

Inventory Turnover Ratio of 2–4 turns is the published band for oil & gas distribution — long-lead spares cap turns; above 4 is strong. The 4 steps above are the same in any sector; the band you start from is not.

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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