What's Inside
The right KPI changes as the business changes
A founder managing a handful of SKUs needs a different dashboard than a brand managing multiple retailers, distributors, and production partners. Start with the metrics that protect the next decision—not every metric your software can export.
Use a small core set, then add detail when a recurring problem needs diagnosis.
The core operating dashboard
Service
Fill rate, on-time in-full, order accuracy, and retailer compliance show whether customers receive what you promised.
Inventory
Weeks of supply, stockouts, aged inventory, inventory turns, and forecast bias show where cash and demand are misaligned.
Production
Schedule adherence, yield, quality release, batch or lot status, and supplier lead-time variance show whether supply can keep up.
Cash and margin
Contribution margin, landed cost variance, deductions, payable timing, and cash tied up in inventory show whether growth is funding itself.
Supplier performance
On-time delivery, defect rate, response time, corrective action closure, and price changes show whether partners are dependable.
Execution load
Open exceptions, overdue decisions, manual workarounds, and aging tasks show whether the organization is quietly becoming the constraint.
A dashboard is only useful with a cadence
| Cadence | Review | Decision |
|---|---|---|
| Weekly | Exceptions, stockouts, late orders, production risk | What needs intervention now? |
| Monthly | Forecast, inventory, margin, supplier performance | What changes in the operating plan? |
| Quarterly | Capacity, channel economics, systems, team design | What capability does the next stage require? |
Design the dashboard for decisions
Define the metric
Write the formula, data source, time period, and owner. Different definitions create fake disagreement.
Set a threshold
Decide what is healthy, watch, and urgent. A metric without a threshold is a decoration.
Add a reason code
When a metric moves, classify why. This turns variance into learning.
Assign the action
Every red metric needs an owner, a next step, and a date. Close the loop at the next review.
The dashboard should tell a story
If fill rate is falling, connect it to inventory, production, lead time, and cash. If margin is falling, connect it to freight, packaging, deductions, and channel mix. The value is in the relationship between metrics.
Keep the executive view short. Link to detailed trackers for the people doing the work.
Operator rule. Track fewer metrics well. A dashboard should make the next decision easier, not make the business look more sophisticated.