From Shelf Data to Prescriptive Action
Five intelligence tiers — answering progressively harder business questions from what happened on shelf to exactly what your team should do today.
Five Layers. One Platform. No Guesswork.
Each tier builds on the last — moving from measurement to meaning to action.
"What's on your shelf?"
"Why is revenue leaking?"
"What should you do?"
"What will happen?"
"Ask anything"
Descriptive
Before you can optimize, you need to know exactly what's happening. Descriptive reports give you the full picture — space allocation, brand dominance, and SKU distribution across every store in your fleet.
Rank brands, manufacturers, or categories by facings, linear space, or movement across your full store fleet.
What percentage of shelf belongs to each brand? Track dominance at fixture, store, and network level.
How much linear space does each SKU occupy vs. what's available? Identify allocation gaps by category.
Visualize distribution density and movement intensity across your store network on a map.
Diagnostic
Descriptive data tells you what — diagnostic intelligence tells you why. Surface the root causes of underperformance: voids, execution drift, wasted capacity, and SKU lifecycle changes.
Identify stores missing SKUs that are present elsewhere. Every void is a unit sale lost.
Track every Add, Delete, and Maintain at POD level between planogram resets — true store × UPC classification.
Quantify unfilled shelf capacity per replenishment cycle. Air = space that's costing you and selling nothing.
Side-by-side FSI comparison of two brands, manufacturers, or categories — with store-level expansion opportunities.
Prescriptive
The rarest tier in retail analytics. Not just identifying problems — prescriptive reports tell you precisely what action to take at the store × SKU level. Specific. Actionable. Ready for the field team.
Score every UPC as Rationalize / Watch / Keep / Grow based on velocity percentile rank and FSI. Drill down to see exactly which stores are the problem stores for each SKU.
For every store × UPC combination, calculate the exact optimal facing count to hit your target Days of Supply. See the net linear delta and which stores need immediate adjustment.
FSI (Fair Share Index)
(Brand Shelf % ÷ Brand Sales %) × 100 — Values below 90 = under-spaced. Above 110 = over-spaced. Prescriptive reports automatically surface and act on this gap.
Predictive
Move from reactive to proactive. Predictive models surface out-of-stock risk before it happens and identify velocity trends before they show up in quarterly reviews.
Which SKUs are trending toward zero inventory in the next 7 days based on current velocity and DOS?
Which categories and brands are gaining vs. losing velocity across planogram versions over time?
Intelligence OS
The convergence layer. Ask natural-language questions across your entire shelf dataset and get structured analytics responses in seconds. No SQL. No pivot tables.
Natural-language queries across planogram + movement data. Ask "Which stores in the Midwest have the highest DOS for Brand X?"
AI-generated velocity predictions per SKU per store based on historical planogram and movement patterns.
Conversational interface to your entire shelf intelligence platform.
See Every Tier in Action
Upload your planogram set and unlock all five intelligence tiers — descriptive through prescriptive — in minutes.