Powering Logistics with Precision Intelligence

Ayumi's models are trained on large-scale shipment datasets and continuously self-learn from new orders. This enables high-precision EDDs and RTO risk scores that improve over time, even during peak seasons or unexpected market fluctuations.

Yes. Ayumi works seamlessly in the background across your shipping, order management, and courier allocation processes. It enhances your existing workflow without requiring new tools or manual effort.

Absolutely. Ayumi Predict flags high-risk orders before dispatch, enabling actions like address verification, delivery reattempt control, and COD-to-prepaid nudges. Brands typically see RTO reduction of up to 45%.

Yes. Whether you're a growing D2C brand or an enterprise shipping at scale, Ayumi adapts to your volume, learns from your data, and delivers insights that improve delivery success, margins, and buyer experience.

Most brands notice improvements in EDD accuracy, courier allocation efficiency, and RTO reduction within a few weeks. As Ayumi learns your order patterns, results become even more precise and personalised.

Yes. Ayumi evaluates all courier partners on RapidShyp, analysing reliability, lane strength, success rates, and real-time network behaviour to recommend the best carrier for each shipment.

Ayumi follows enterprise-grade security standards. All data is encrypted in transit and at rest, and sensitive information is anonymised during model training. Your data is never shared externally.

No. Ayumi helps reduce costs by minimising RTO, failed deliveries, and courier mismatches. Brands often see improved margins through smarter AI-led allocation and prediction.

Yes. Ayumi is built for scale. During festive peaks or mega sales, it factors in seasonality, demand surges, and courier load to maintain accurate EDDs and optimal allocation decisions.

Ayumi Predict flags high RTO-risk orders before dispatch, helping you verify shipments early and prevent avoidable losses. It analyses buyer behaviour signals, past delivery outcomes, cancellation patterns, and location reliability to generate a risk score before dispatch.

Ayumi Promise predicts accurate delivery dates (EDD) using historical patterns and real-time logistics signals. It factors in seasonality and demand surges to keep delivery commitments realistic, which builds trust and cuts “Where is my order?” queries.

Ayumi Select recommends the best courier for each order based on success probability and lane-level performance. You stay in control - courier rules can be configured directly from your RapidShyp dashboard.

Ayumi Sense provides real-time shipment visibility and exception-focused insights across all your courier partners in one dashboard, surfacing delay risks and stuck shipments before customers raise tickets.