Four modules. One intelligence layer.
Each module powers a different dimension of your business — demand, product, location, and customer. Start with one. The platform grows with you.
The analytical depth behind every recommendation.
The operating loop tells you what to do. The modules tell you why — with the analytical precision to back it up.
Demand Intelligence
Predict what will sell, where, and when — including the demand you never saw.
- SKU × location demand forecasting — what's moving, what's stalling, and where
- Lost demand reconstruction — quantify the sales you missed from stockouts, not just the sales you made
- Promotional signal analysis — separate true demand from promotional lifts
- Behavioral demand grouping — dynamic clustering that surfaces patterns your category reviews miss
Product Intelligence
SKU-level clustering, assortment optimization, long-tail management.
- SKU performance pattern analysis — identify which products drive margin vs. which dilute it
- Variant curve modeling — right size, color, and style ratios by location and channel
- Long-tail management — flag the bottom 20% of SKUs that consume inventory dollars without returning margin
- Assortment optimization — data-driven recommendations for what to add, cut, or rebalance
Location Intelligence
Store estate optimization, geo-spatial analysis, online vs. inline performance.
- Store-level performance benchmarking — compare every location against its potential, not just its peers
- Geo-spatial demand analysis — map foot traffic, demographics, and local competitive density to identify underperforming trade areas
- Online vs. in-store channel analysis — see where digital demand is cannibalizing stores (and where stores are driving digital)
- Network optimization — data-backed input for open, close, resize, and format decisions
Customer Intelligence
Behavioral segmentation, personalized offers, loyalty intelligence.
- Behavioral segmentation — cluster customers by what they actually do, not just demographics
- Acquisition vs. retention analysis — see where your marketing spend is acquiring low-value customers vs. retaining high-value ones
- Loyalty pattern detection — identify at-risk customers before they lapse, not after
- Personalized offer recommendations — targeted promotions calibrated to customer value and behavior
The internal data tells you where you're leaking. The external data tells you why.
Every module is enriched by external market signals — giving you context that internal data alone can't provide.
- Competitor intelligence
- SKU-level pricing, availability, and promotional cadence from your competitive set
- Consumer signals
- Social media brand affinity, sentiment shifts, and digital engagement patterns
- Market context
- Weather impact on demand, local demographics, foot traffic trends
- Advertising effectiveness
- Campaign attribution — which media spend is actually driving sell-through
- Customer journeys
- Cross-channel browsing paths, purchase sequences, and returns behavior
See your margin gap in 4–6 weeks.
The Margin Recovery Roadmap is a focused diagnostic: connect your data, quantify where margin is leaking, and map exactly how to recover it. 100% of the investment is credited to your Year 1 contract.