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AYUMI - AI powered logistics

Powering Logistics with Precision Intelligence

AI That Understands Your Deliveries

Value Proposition

Why Ayumi?

“Because your business deserves more than just another shipping tool. It deserves a system that thinks, learns, and acts with you. Ayumi brings together predictive intelligence, machine learning, automation, and real-time operational insights to deliver something far beyond a traditional shipping platform. It provides clarity, control, and effortless decision-making in a single, unified layer."
Core Intelligence Modules

Identify RTOs Before They Happen

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Delivery Date Accuracy Your Buyers Can Trust

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The Smartest Courier Allocation Engine

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AI Assistance, On Demand (Chat + Voice)

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Ayumi Predict

Identify RTOs Before They Happen

  • Instant High-Risk Order Detection

    Flags risky orders before dispatch to prevent RTO losses.

  • Behavior & Intent Scoring

    Uses buyer signals, history, and location trust to predict RTOs.

  • Geo-Location Intelligence

    Checks address quality and delivery complexity to assess risk.

  • Learns at Scale

    Improves continuously using millions of delivery outcomes.

  • Stop Losses Before Dispatch

    Cut RTO costs in shipping, packaging, time, and effort.

  • Scale with Confidence

    Maintain lower RTO rates for better margins and predictable revenue.

Ayumi Promise

Delivery Date Accuracy Your Buyers Can Trust

  • Hyper-Accurate EDDs

    Predicts delivery dates using historical + real-time logistics signals.

  • Lane-Level Intelligence

    Shows route performance by courier and region to plan fulfilment better.

  • Live Courier Insights

    Tracks delays and network load to keep EDDs dynamic, not guesses.

  • Fewer WISMO Tickets

    Reduces “Where is my order?” queries with clearer delivery promises.

  • Higher Conversions & Repeat

    Trustworthy delivery dates drive purchases and loyalty.

  • Seasonality-Ready

    Tracks delays and network load to keep EDDs dynamic, not guesses.

Ayumi Select

The Smartest Courier Allocation Engine

  • Smart Courier Recommendations

    Auto-picks the best courier per shipment using data, not instinct.

  • Pre-Dispatch Success Score

    Each choice comes with a delivery-probability rating.

  • Real-Time Network Signals

    Factors in delays, load, and hub congestion for dynamic allocation.

  • Reliability + Speed History

    Learns from past outcomes across regions and seasons.

  • Faster, Higher First-Attempt Delivery

    Fewer delays and reattempts for a smoother buyer experience.

  • Ship with Confidence

    Every order goes to the courier most likely to deliver successfully.

Ayumi Sense

AI Assistance, On Demand (Chat + Voice)

Your always-on logistics co-pilot.

  • Process orders instantly
  • Get answers to shipping queries
  • Understand performance
  • Make data-backed decisions in seconds Ask,
    and Ayumi acts.
Ayumi Predict
Ayumi Promise
Ayumi Select
Ayumi Sense

Platform Impact Summary

Ayumi isn't just a tool. It's a delivery revolution. Unlock:

Ayumi in the RapidShyp Ecosystem

Because your business deserves more than just another shipping tool. It deserves a system that thinks, learns, and acts with you.

Ayumi features
Ayumi Logo
Shipping
Courier allocation
Tracking
Analytics
Support

Frequently Asked Questions

These are the most commonly asked questions about AYUMI.

General Predict Promise Sense Select

Ayumi is RapidShyp's AI-powered logistics intelligence engine. It analyses millions of data points, including shipment history, courier performance, buyer behaviour, and real-time network signals, to predict delivery dates, identify high-risk orders, and recommend the best courier for each shipment.

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 comes built into the RapidShyp platform and is available for all active users. Some advanced capabilities may be part of premium plans based on business requirements.

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, so you can take preventive actions early instead of reacting post-failure.

You can perform address or phone verification, trigger COD-to-prepaid nudges, or add additional confirmation steps before dispatch.

Ayumi Promise predicts accurate delivery dates (EDD) using historical patterns and real-time logistics signals.

Yes. It factors in seasonality and demand surges to keep delivery commitments realistic.

Yes. Accurate EDDs build trust, reduce buyer anxiety, and significantly cut “Where is my order?” queries.

Ayumi Sense provides real-time shipment visibility and exception-focused insights, helping you monitor deliveries smarter.

Delay risks, delivery exceptions, stuck shipments, and performance patterns by courier, lane, or region.

Yes. Ayumi Sense unifies shipment visibility across all your courier partners in one dashboard.

By surfacing delivery issues early, teams can act before customers raise “Where is my order?” tickets.

Ayumi Select recommends the best courier for each order based on success probability and lane-level performance.

Lane and pincode performance, historical reliability, delivery speed trends, and real-time network stress signals.

Yes. Ayumi Select guides decisions, but you stay in control. Courier rules can be configured directly from your RapidShyp dashboard.

Yes. Smarter courier allocation reduces delays, reattempts, and delivery exceptions.
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