Churn scoring that tells you which customers to save 90 days ahead. LTV forecasts that transform your paid-acquisition bidding. RTO fraud detection that stops COD losses at checkout. SKU-level demand forecasts for cleaner warehouse planning. All deployable on Shopify, WooCommerce, or your custom stack.
Orders in Shopify. Ads in Meta and Google. CRM in HubSpot or Sell.Do. Warehousing in ShipRocket. Support tickets in Zendesk. Your team looks at each dashboard in isolation, makes decisions by gut, and can't tell which customer is about to churn until they've already left.
Predictive ML pulls all of this into a unified feature store, learns the patterns, and outputs actionable scores. Which customer will churn. Which order is a fake COD. Which SKU will stock out in 3 weeks. Which paid channel is overspending on tire-kickers. Your dashboards keep working, but now they show forward-looking scores instead of just backward-looking numbers.
Predicts which repeat customers will stop buying 60-90 days ahead. Retention team gets a ranked list. Win-back offers focus on savable customers, not on people who would've bought anyway.
15-25% churn reductionPredicts what each new customer is worth over 12-24 months based on first-order signals. Feeds paid-media bidding rules so you spend more to acquire high-LTV cohorts and less on low-LTV ones.
20-40% ROAS improvementScores every COD order at checkout for return-to-origin probability. High-risk orders get prepaid nudges, WhatsApp confirmation flows, or manual verification. Kills a huge margin leak on Indian COD flows.
25-40% RTO reductionSKU-level demand forecasts at daily / weekly / monthly granularity. Handles seasonality, festivals, weather, promotions. Feeds warehouse and purchase-order workflows for cleaner inventory.
MAPE 10-20% typicalNext-best-product suggestions on your PDPs, cart pages, and email/WhatsApp campaigns. Combines collaborative filtering, content-based signals, and recent-behaviour weighting. Higher AOV, higher repeat rate.
10-20% AOV lift on recommended slotsPredicts price sensitivity per customer segment per SKU. Personalizes discount depth in cart, email, and WhatsApp campaigns. Full margin on price-insensitive customers, strategic discounts on the rest.
Margin lift without volume loss15-min call. Tell us your platform (Shopify, Woo, custom), monthly order volume, top 3 growth or margin pain points. We come back with a data-audit checklist and prototype scope in 48 hours.
Book Free 15-min CallStorefront review, order data audit, decision to score, business impact projection. Written feasibility.
Baseline model on your data. Accuracy report, cohort analysis, business impact estimate. Your growth team reviews.
Feature store, retraining pipeline, Shopify or WooCommerce integration, admin dashboard, monitoring, deployment.
Drift detection, quarterly retraining, dashboard maintenance, monitoring, quarterly business reviews.
Book a 15-min call. Tell us your platform, monthly volume, top 3 growth or margin pain points. We come back with a data-audit checklist and prototype scope in 48 hours.