Services

Ten decisions we know how to change

Each of these started as a client problem and became a repeatable capability — model, pipeline, and product surface included.

Customer retention

Predict which customers are about to leave, understand why, and act while there is still time.

Map the real routes customers take across channels and find the steps that make or break conversion.

Forecasts at the granularity you actually plan on — SKU, store, week — with honest uncertainty.

Turn the noise of social conversation into a measurable read on brand health and campaign impact.

Match staffing to demand across sites and shifts without over-hiring or burning out teams.

Fair, explainable performance measurement that separates individual contribution from context.

Price and promote with measured elasticity instead of inherited rules of thumb.

Know which products steal from each other and which sell better together before you change the range.

End the swing between overstock and stockouts with service-level driven inventory policy.

Detect fraud, credit, and operational risk early with models your auditors can follow.