Distribution Inventory Frequency Calculator

Model the true cost of infrequent cycle counting across distribution centers, pick lines, and controlled substance vaults

v1.0 · Distribution Operations Healthcare Supply & Pharma Distribution

SKU & Segment Setup

Wholesale acquisition cost to distributor
Invoice price to customer (hospital/pharmacy)
Pick/ship volume per distribution center
Cost to restock DC from manufacturer

Distribution Risk Parameters

Time from PO to DC receipt
Mis-picks + damage + undocumented loss. Avg DC: 1-3%
Annual short-dated + customer returns
Revenue lost to competitor fill during backorder
Spot purchase over contracted WAC
Contract penalty or credit per missed service level
World class DC: 99%+. Avg: 95-98%

Counting Labor Cost

Warehouse / cycle count associate
Locate + count + scan + reconcile

Controlled Substance Setup

Regulatory & Diversion Risk

Even small percentages trigger DEA investigation thresholds
Civil penalty per chargeable violation. Criminal exposure is separate.
222 form / CSOS transaction errors found on audit

Counting Labor Cost

Controlled substance vault associate
Count + dual-witness reconcile + DEA recordkeeping

Cold Chain Product Setup

Higher utilization amplifies stockout risk

Cold Chain Risk Parameters

Biologics: longer lead times are common
% inventory lost to cold chain failures annually
Higher for biologics due to short shelf life
Per event — biologics carry highest SLA exposure
Portion of inventory subject to lot traceability gap

Counting Labor Cost

Cold chain inventory specialist
Count + lot verification + temp log check + DSCSA compliance

Counting Frequency — Compare Two Scenarios

Scenario A — Frequent

More frequent counting

Tighter cycle count intervals

Scenario B — Infrequent

Less frequent counting

Longer reconciliation gap

Per-Stockout Cost — Scenario A vs. B

Scenario A

Daily counting

Avg lag: 0.5 days

Scenario B

Weekly counting

Avg lag: 3.5 days

Savings per stockout event

By catching it earlier with Scenario A

Annual P&L Impact — events/yr, DCs

Annual cost
Scenario B

Annual cost
Scenario A

Gross annual
savings

Net savings
(after labor)

Scenario B — total annual cost
Scenario A — cost (losses + extra labor)
Net annual savings

Inventory Accuracy & SLA Exposure

Counting Labor ROI

Annual labor
Scenario A

Annual labor
Scenario B

Payback period

Blind Window Risk Assessment

Cost Breakdown — Scenario A vs. B

Distribution Operations Insights