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Delivery promise

Delivery times shoppers trust at checkout

Post by

Stephanie Branston

Date
April 4, 2026
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Predictive Delivery Times calculates how long each individual order is likely to take and turns that into the delivery promise shown at checkout. Instead of relying on fixed delivery windows, predictions are generated dynamically for every order using AI models trained on real-time and historical delivery performance data.

Delivery estimates adapt automatically as conditions change, without any ongoing setup or maintenance. Delivery times appear directly alongside shipping options, giving shoppers clearer expectations at the moment they decide to buy.

For retailers, this means higher checkout conversion, fewer delivery-related support cases, and less time spent managing delivery promises.

Predictive Delivery Times is currently available for retailers shipping to destinations in the Nordic markets.

Available in the Ingrid admin interface.

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Stephanie Branston

Product Marketing Manager

Stephanie explores how our delivery and returns technology translates into measurable business outcomes for retailers and shares insights on achieving operational and commercial goals.

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