Scenario Audit Information

This page shows what a real first engagement can look like. The scenario is based on a real type of business: an online store selling dried fruit, running promotions, trying to protect service, and managing a few visible stockout risks at once.

The important question is not whether every shortage action sounds reasonable on its own. It is which actions can actually be approved together, which SKUs deserve protection first, and which expedites are worth funding without turning the week into expensive chaos.

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Best starting wedge Shortage triage
One planning slice. One usable recommendation.
Typical deliverable Executive-ready decision package
Protected SKUs, selected actions, minimum expedites, and side-by-side scenario comparison.
Good fit E-commerce + operations
Inventory pressure, fulfillment promises, and expensive exceptions.
The business situation

The store is doing real volume, but a few items are carrying too much basket importance

Imagine a dried fruit store with a healthy direct-to-consumer business, a free-shipping threshold, premium orchard items, everyday staples, and seasonal spikes. A handful of products do more than generate sales on their own. They help customers complete baskets, lift average order value, and support marketing momentum.

Anchor SKUs matter Apricots, dates, cherries, and mango often act as basket-building products rather than isolated one-off items.
Stockouts are not isolated One shortage can trigger substitutions, promise changes, cart abandonment, or unnecessary expediting.
Operations feels the pressure fast The store still has to pick, pack, ship, and protect customer promises while the commercial team keeps pushing demand.
The decision to make this week

This is the management question

Supply is tight for several premium fruit lines. The team has more possible fixes than it should approve. If it approves everything, it will double-spend scarce inventory, overload fulfillment, and pay for expedites that do not meaningfully protect revenue.

Questions the team is asking

  • Which SKUs should be protected first over the next 10 days?
  • Which recovery actions secretly compete for the same inventory or packaging?
  • Which substitutions or promotions should be paused?
  • Which small set of expedites is actually worth funding?

What success looks like

  • Protect basket revenue instead of chasing every exception
  • Keep the storefront commercially sensible
  • Give planning and fulfillment one feasible action set
  • Walk into the next shortage meeting with a defensible answer
Illustrative inputs

Example candidate SKUs the audit could evaluate

In a real audit, the business would supply practical inputs such as on-hand inventory, inbound supply, forecast or order signals, basket importance, margin at risk, substitution rules, and any commercial protection rules.

SKU Current status Commercial role Main risk Illustrative decision signal
Organic Medjool Dates Tight supply Repeat-purchase staple High basket loss if unavailable Protect unless a better same-margin substitute is available
California Apricots Promotion pressure Flagship orchard item Marketing momentum + customer disappointment Reserve scarce inventory for the most valuable pack configuration
Organic Dried Cherries Low weeks of supply Premium basket builder Loses premium mix opportunity if not protected Useful as both protected SKU and cross-sell replacement
Organic Dried Mango Strips Import variability Variety driver Cart variety drops if unavailable Protect if a small expedite meaningfully improves coverage
White Nectarines Limited but usable Premium seasonal item Over-promotion can create false demand Better held for alerts than pushed aggressively
Yellow Peach Slices Available Substitution option Can consume the same promotional space as apricots Useful, but not the first item to protect
What the Scenario Audit would recommend

A realistic executive-style answer

The point of the audit is not to produce a giant model dump. It is to produce a short, practical recommendation that a supply chain or operations leader can actually use.

1) Protected SKUs for the next 10 days

  • Organic Medjool Dates
    Staple item with strong basket impact and repeat demand.
  • California Apricots
    Flagship item worth protecting in the highest-value pack format.
  • Organic Dried Cherries
    Premium item that supports both revenue and substitution paths.
  • Organic Dried Mango Strips
    Protect only if the selected expedite set keeps cost reasonable.

2) Exception fixes that can coexist

  • Reserve remaining apricot inventory for direct-to-consumer 1 lb bags
  • Pull forward the next dates lot
  • Actively cross-sell cherries where mango or apricot availability tightens
  • Pause aggressive promotion on white nectarines until supply is safer

3) Minimum expedites worth funding

  • One extra pack-out shift
    Supports service without approving broad overtime everywhere.
  • One pull-in on the dates lot
    Protects a basket anchor SKU.
  • One packaging replenishment action
    Prevents avoidable self-inflicted service failure.

4) What not to do this cycle

  • Do not approve every plausible expedite
  • Do not push overlapping stone-fruit promotions at the same time
  • Do not protect low-leverage SKUs just because they are noisy
  • Do not let sales, planning, and fulfillment each make separate fixes in parallel
Executive readout: “Protect four basket-relevant SKUs, approve only three targeted recovery actions, and avoid overlapping promotions and expedites. This keeps the storefront commercially credible while reducing the chance of paying for fixes that do not materially protect revenue.”
Why this is valuable

This is bigger than one stockout

The commercial value is not just that one item comes back in stock. The value is that the business stops treating each exception in isolation. It can make one coordinated decision across merchandising, fulfillment, and supply planning.

  • Protects basket value instead of just unit volume
  • Reduces the risk of approving conflicting actions
  • Limits expedite spend to the few actions that actually matter
  • Gives leadership a clear weekly recommendation instead of a noisy exception list
What a client would provide

Inputs needed for a real audit

Usually enough to start

  • Current inventory and inbound supply for the selected planning slice
  • Candidate actions or fixes already being discussed internally
  • Protected SKUs, customer tiers, or service commitments
  • Approximate value signals such as margin, lost-sales exposure, or basket importance

What the business gets back

  • Protected-SKU shortlist
  • Recommended set of non-conflicting actions
  • Optional shortlist of expedites worth funding
  • Scenario comparison and executive-ready next steps
Good fit

This page should make a prospect self-qualify quickly

Likely a strong fit

  • You already have a weekly shortage, allocation, or expedite discussion
  • Several actions look sensible individually but conflict in practice
  • A few SKUs or customers matter disproportionately
  • You want a fast answer before investing in a larger platform decision

Probably not the right starting point

  • You are looking for a full ERP implementation or control tower replacement
  • You do not yet have a specific planning slice to evaluate
  • Your team cannot identify candidate actions or business rules
  • You want a broad transformation before proving one decision wedge
Next step

If this looks like one of your weekly planning meetings, start with one scenario

The fastest way to evaluate fit is to send a short note describing the planning problem, the current pressure, and the decision your team is trying to make. You do not need a full implementation plan. You just need one live, high-value planning slice.

Email your scenario Open contact details