Why Supply Chain Stays Underfunded
Supply chain professionals are, as a group, extraordinarily good at measuring operational performance and extraordinarily poor at translating it into financial language. OTIF percentages, forecast MAPE, inventory days outstanding — these are meaningful metrics inside the function. They are nearly meaningless to a CFO who is managing a P&L and a balance sheet and needs to decide whether to approve a planning system upgrade or hire a data analyst.
The result is that supply chain investment decisions are made at the bottom of a prioritisation stack, competing against sales headcount and marketing spend — categories that have always spoken the language of revenue and margin — while supply chain presents operational metrics that feel like operational problems rather than financial opportunities.
The shift: stop presenting operational metrics and start presenting scenarios. Not "our forecast accuracy is 82%" but "moving from 82% to 87% forecast accuracy reduces emergency air freight spend by AED 800K–1.2M and releases 12 days of inventory, which at our current turnover rate represents AED 2.8M in working capital. Here are the three assumptions that drive that range."
The Financial Model — Three Levers
There are three supply chain levers that have direct, quantifiable P&L and balance sheet impact. For a mid-size FMCG distributor in the UAE (AED 80–150M annual revenue, 3–4x inventory turns, China/India sourcing), the ranges below are realistic and defensible:
The critical discipline is presenting these as ranges with explicit assumptions — not as point estimates. A CFO who has been presented with supply chain numbers before will immediately ask "how did you get that?" If you have a stress-tested model with clear assumptions, you become credible. If you have a single number with no derivation, you lose the room.
Building the Model Step by Step
Step 1: Establish the Baseline Cost of the Current State
Pull 12 months of air freight invoices and separate emergency from planned. Calculate the cost per tonne and the percentage of total freight volume. This is your intervention target. Most UAE distributors sourcing from Asia have never audited this number; when they do, it is usually 25–40% higher than anyone expected.
Step 2: Quantify the Inventory Holding Cost
Average inventory at cost, multiplied by your weighted average cost of capital (WACC) or, if that is not available, the Dubai interbank offered rate plus your credit spread. For most mid-size UAE distributors this is 8–11% per annum. Multiply by the number of days you believe inventory can be reduced without service level impact. That is the annual holding cost saving available.
Step 3: Model the Lost Sales from Stockouts
This is the hardest number to calculate and the most impactful. You need sell-out data by SKU by week — if you have it from retailer EPOS, use it; if not, use your own sales data and mark the periods where you were short. Calculate the revenue gap versus your forecast for those periods, apply your gross margin, and that is the margin erosion from out-of-stocks. This number is almost always larger than leadership expects, because the lost sale is invisible in the P&L — it simply does not appear as revenue.
The Conversation That Changes How Supply Chain Is Resourced
When I walked into the CFO conversation at ANDS, I brought three things: a baseline model of current supply chain costs tied to specific line items in the management accounts, a scenario model showing the P&L and working capital impact of three improvement levels, and a roadmap of the investments required to achieve each level with a payback timeline.
The conversation lasted 40 minutes. The outcome was approval for a planning system upgrade, two additional analyst headcount, and a quarterly supply chain KPI review on the executive dashboard. None of that happened because I made a compelling operational argument. It happened because I made a financial argument in financial language.
The fundamental reframe: supply chain is not a cost centre that should be minimised. It is a capital allocation decision that should be optimised. Every AED you invest in planning capability returns between AED 3 and AED 8 in reduced freight, freed working capital, and recovered margin — depending on your current state. That is a better return than most marketing spend. The CFOs who understand this fund their supply chain functions differently.
See the KPI framework in action
The Supply Chain Scorecard maps 24 KPIs — including the financial ones — against GCC and world-class benchmarks. Live and interactive.