All industries
Industries · Retail and eCommerce
Recommendations, demand forecasting, and catalog intelligence that move revenue per session.
5 shipped engagements available in this vertical.
Common use cases
- Personalization and ranking for product discovery
- Demand forecasting and assortment planning
- Shelf analytics and in-store computer vision
- Customer support automation with human oversight
- Dynamic pricing with business-rule guardrails
Regulatory and governance notes
- GDPR for customer data
- Consumer protection for automated decisions
- PCI-adjacent for payment flows
Detailed regulatory posture is discussed during the Blueprint phase and documented in writing before delivery begins.
Featured customer story
Operational AI for a regional distribution business that needed measurable results, not a pilot.
Delta DMD·Distribution and logistics
- Use cases shortlisted
- 12
- Use cases delivered
- 3
- Operating model
- Owned internally
More stories in retail and ecommerce
5 more shipped engagements.
- A multi-location restaurant chain · Retail and eCommerce
Built an AI personalization and operational intelligence layer across a multi-location restaurant chain.
- Personalization
- Across digital channels
- Operational insight
- Unified
- AI foundation
- Scalable architecture
- PromoLens · Retail and eCommerce
A recommendation engine that predicts e-commerce promotion effectiveness a week ahead so store owners can pick the right discount.
- Prediction accuracy
- 91%
- Accuracy lift
- >50%
- Recommendation
- Discount type and depth
- Shopgnosis · Retail and eCommerce
AI retail ad analytics generated about $400,000 ARR in year one and helped unlock a Series A round.
- Year-one ARR
- ~$400k
- Funding
- Series A
- Pipeline
- 7-figure potential
- Hercules · Retail and eCommerce
A web-scale price intelligence platform that finds the cheapest item across stores so customers pay the lowest receipt-level price.
- Coverage
- Multi-retailer
- SKU matching
- Cross-store
- Refresh
- On a schedule
- A consumer goods and retail merchandising organization · Retail and eCommerce
Computer vision shelf auditing automates planogram compliance and in-store merchandising across retail networks.
- Shelf inspection time
- Materially reduced
- Planogram violations
- Detected accurately
- Field team expansion
- Avoided
Bring a vertical-specific use case to a call.
We will tell you honestly whether AI is the right move for it, and if so, how we would approach it inside the regulatory posture of your industry.