Use Cases · Retail
Every shopper, the right shelf.
Recommendation engines, sales forecasting, review analytics, and location intelligence — built on your transaction data and tuned to margin, not just clicks.
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Real-time
personalization at the decision moment
90 Days
from kickoff to production
30+
projects across pricing, risk, fraud and operations
Bestseller lists aren’t personalization.
Generic engines surface what everyone already bought, forecasts miss the seasonal spike, and thousands of reviews sit unread while the answer to “what should we fix” is inside them.
Retail wins on the non-obvious match — the product this customer takes, the store this neighborhood needs, the demand curve this SKU actually follows.
How it works
Recommend what converts
Engines built on behavior, preference, and purchase history — tailored suggestions that lift basket size and repeat visits.
Forecast the demand curve
SKU-level sales forecasting from your history and market trends — stock the spike, skip the overstock.
Read every review
LLM analytics across customer feedback: sentiment, emerging issues, and the fixes that actually move satisfaction.
Pick the next location
Site selection models on social, review, and demographic signals — where your store format wins before you sign the lease.
What you get
- ✓A recommendation engine tuned to margin and retention, not just clicks
- ✓SKU-level demand forecasts for inventory and marketing planning
- ✓Review-analytics pipeline surfacing sentiment and emerging issues
- ✓Location scoring for expansion decisions, plus NLP-powered site search
Start with Structure
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20 minutes. We’ll show you where variance is costing you money.
In 20 minutes, we’ll map the hidden forces driving your outcomes - and show you exactly where variance is costing you money.
No pitch. No fluff. If there's no structural insight, we'll tell you.
You'll leave with
- ✓The 3 dominant forces shaping your results
- ✓Your top noise sources (and which ones are fixable)
- ✓A Predictability Score for your current system
- ✓A 90-day action plan - whether you work with us or not
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Private, explainable, and deployment-ready systems.
A 20-minute structural assessment. Zero fluff.
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