RapidShyp, one of India’s fastest-growing, tech-enabled shipping aggregation platforms, announced the launch of RapidShyp Ayumi, an advanced AI-powered delivery intelligence engine set to bring extraordinary predictability and clarity to eCommerce logistics.

Positioned as “AI that understands your deliveries,” Ayumi is a unified intelligence layer that thinks, learns, and acts with brands, enabling them to prepare smarter fulfilment strategies. Offering up to 99percent accurate delivery predictions, the tool introduces a new standard of precision to Indian eCommerce.

Forming the core of its ecosystem is Ayumi Predict, the engine’s high-accuracy RTO identification and prevention module. Built on RapidShyp’s comprehensive dataset, courier signals, and millions of shipment outcomes, Ayumi Predict consistently analyses buyer behavior, seasonal patterns, and ground-level logistics conditions. Its advanced scoring model assesses past shopping habits, cancellation history, payment behavior, address quality, location reliability, delivery difficulty, historical delivery outcomes, and regional fulfilment patterns to zero in on the probability of return before an order leaves the warehouse.

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By identifying high-risk orders ahead of dispatch, Ayumi Predict enables prompt interventions such as address confirmation, verification calls, or COD-to-prepaid nudges. These alerts empower brands to resolve issues at the source, helping lower RTO losses by up to 40percent, while saving packaging, workforce, shipping costs, and operational time.

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Speaking about the launch, Ravi Goel, CEO of RapidShyp, said, “Logistics has operated for too long on assumptions, delays, and reactive decisions. With Ayumi, RapidShyp is changing that by giving sellers real-time intelligence and precision-driven frameworks that bring predictability to deliveries. This innovation is expected to contribute to nearly 30percent month-on-month growth, while helping sellers achieve more reliable, efficient, and cost-effective shipping outcomes. Going forward, RapidShyp will continue to invest in advanced technologies to build a simpler, smarter, and more dependable logistics ecosystem for businesses at every stage.”

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Guided by this fundamental principle, Ayumi Promise provides hyper-accurate Estimated Delivery Dates (EDDs). It analyzes courier lane performance, real-time network load, seasonal behavior, and historical delivery patterns to offer accuracy even during festive peaks or demand surges. Designed to avoid static estimates, it delivers timelines that reduce buyer anxiety, lower “Where is my order?” queries, increase delivery confidence, and drive stronger conversion and repeat purchase rates.