Demand and assortment
SKU-level forecasting with promotion lift, cannibalisation, and inventory-position guidance.
Retail & CPG
Retail moves fast — your AI has to ship in season. We focus on use cases that compound across categories and channels, not one-off model trophies.
Use cases we ship
Dynamic pricing
Margin-aware pricing engines with guardrails for fairness and competitive response.
Planogram and shelf vision
Computer vision for on-shelf availability, share-of-shelf, and price tag compliance.
Personalisation
Hybrid recommender systems with cold-start strategies and consent-aware feature use.
Generative creative
On-brand SKU-level copy and creative generation, with human review and rights tracking.
What our delivery looks like in retail & cpg.
- Forecast accuracy lift measured against baseline
- Inventory turn improvement with margin guardrails
- Reusable feature store across categories
Ready to start
Turn one AI use case into measurable production value.
Book a 30-minute consultation. We will walk through the use case, sketch the value case, and tell you honestly whether we can help.