Where this fits

Demand → Pricing → Cash → EBITDA → Network → Visibility → Value

The Commercial Engine™ · Layer 2: Demand Translation

Demand-to-Inventory Value Calculator

The demand-to-inventory calculator translates pipeline demand into stock positioning, working capital and service capacity decisions. Convert pipeline into demand forecast, inventory requirement, stock risk, DIFOT performance, working capital impact and EBITDA confidence. Built on operator-grade weighted scoring — directional, rigorous, commercially credible.

Inputs drive real output changes. Scores are calculated from weighted assumptions. This is decision-support, not a financial audit. Use it to identify where your system is leaking value before it appears in the EBITDA line. Built for industrial, manufacturing and distribution businesses across Australia and APAC.

Part of Demand-to-Inventory Value Calculator

Pipeline Inventory EBITDA

Demand-to-Value System Score Weighted score / 100 — each layer feeds the next

Pipeline—

→

Demand—

→

Inventory—

→

DIFOT—

→

Margin—

→

Cash—

→

EBITDA—

→

Exit Value—

Pipeline Quality

Total Pipeline Value ($M)

Stage realism — are stages weighted to reality? 1 = optimistic / inflated 10 = genuinely stage-gated

Timing integrity — how credible are close dates? 1 = evergreen / pushed out 10 = actively managed

Mix visibility — product & location split known? 1 = revenue only 10 = by SKU and location

Historical conversion rate (%) Actual pipeline converted to won orders over the last 12 months

30%

Pipeline hygiene — how actively is it managed? 1 = stale / no owner 10 = weekly review with accountability

Demand Confidence

Forecast accuracy — how often does demand land close to plan? 1 = frequently wrong by >20% 10 = consistently within 10%

Location clarity — demand known by site or branch? 1 = national aggregate only 10 = by location and SKU

Lead time visibility — are lead times built into planning? 1 = not considered 10 = embedded in demand signal

Avg lead time (weeks)

Service buffer (weeks)

Inventory Requirement & Stock Position

Current inventory ($M)

Current inventory turns

Current DIFOT performance (%) Delivered In Full On Time — actual measured rate

80%

Excess / slow-moving stock (% of inventory) Stock unlikely to turn in the next 6 months

20%

Commercial & Financial

Industry — sets EBITDA benchmark & EV multiple

Annual revenue ($M)

Gross margin (%)

EBITDA margin (%) Industry range: 4%–10%

EV multiple (x EBITDA) Industry base: 6.0x (Wholesale / General Distribution)

Discount leakage — how much is given away informally? 1 = structural / uncontrolled 10 = governed / approved

Customer retention quality 1 = high churn / price-led 10 = sticky / relationship-led

DSO (debtor days)

System Scores

Pipeline Clarity —

Demand Confidence —

DIFOT Risk —

EBITDA Confidence —

Financial Outputs

Expected demand (12m) —

Required inventory —

Excess inventory at risk —

Working capital impact —

Cash flow impact —

EBITDA ($M) —

Margin leakage risk —

Exit Value Confidence

Indicative EV Range

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Enter inputs to calculate

Complete the inputs above to generate your system assessment.

Apply the Insight Pipeline Clarity Layer→ Pricing Leakage Calculator→ Branch Expansion Engine→ Working Capital Calculator→

Continue Through The Commercial Engine™

Layer 01 Pipeline Clarity Layer 03 Inventory Positioning Layer 05 Pricing Power & Margin Layer 07 EBITDA & Exit Value

Next Step

Discuss a mandate or run the full diagnostic to identify where value is leaking.

Go to next step: Pricing & Margin Calculator View full sequence

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