RapidShyp launches Ayumi AI, offering 99% delivery accuracy to slash RTOs and optimise Indian eCommerce logistics.

RapidShyp, a fast-growing tech-enabled shipping platform, has launched Ayumi, an advanced AI delivery intelligence engine designed to bring superior predictability to e-commerce logistics. Dubbed “AI that understands your deliveries,” Ayumi acts as a unified intelligence layer, enabling brands to refine fulfilment strategies with up to 99 percent accuracy in delivery predictions.
At the heart of the system is Ayumi Predict, a high-accuracy module built to identify and prevent Returns to Origin (RTO). By analysing vast datasets, including buyer behaviour, payment history, and address quality, the engine scores the probability of a return before a parcel leaves the warehouse. This allows brands to intervene early through verification calls or payment nudges, potentially reducing RTO losses by 40 percent and saving high operational costs.
The ecosystem further includes:
- Ayumi promise: Provides hyper-accurate estimated delivery dates by analysing real-time network loads and courier performance, even during festive peaks. This reduces customer anxiety and boosts repeat purchase rates.
- Ayumi select: An intelligent courier allocation engine that evaluates lane reliability and sorting centre congestion. It recommends the best carrier for every shipment based on a delivery success score, eliminating guesswork for sellers.
For seamless operations, Ayumi Sense acts as a conversational co-pilot via chat and voice. It allows sellers to track performance and process orders instantly. Notably, RapidShyp is offering these AI capabilities within its zero-platform-fee model, ensuring D2C brands and enterprise sellers can access advanced logistics clarity without additional costs.
Ravi Goel, CEO of RapidShyp, stated on 23 December 2025 that Ayumi replaces reactive decisions with real-time intelligence. The innovation is expected to drive 30 percent month-on-month growth for the company while building a more dependable logistics ecosystem for businesses.
SOURCE – PR









