QMap : Intelligent Routing Engine Built for Modern Deliveries
Reduce delivery costs, improve ETA accuracy and optimize every route with QWY's proprietary routing engine. QMap combines intelligent distance calculation, real-time prediction and scalable routing technology to power faster, smarter and more reliable deliveries.
~₹0
QMap Marginal Cost Per Request
4 Sec
ETA Accuracy Vs. Actual Delivery
22 Cities
Live Coverage, South India
300+
Zones Modeled Per City
The Critical Limitations In
Third-Party Routing
Many delivery businesses still depend entirely on third-party map providers for routing and ETA calculations. This often leads to higher operational costs, inconsistent delivery estimates, service interruptions and limited control over routing performance as operations grow.
These challenges increase delivery costs, reduce operational efficiency and affect customer satisfaction.
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QMAP was built to solve these problems with a smarter in-house routing engine
Reliability Gaps
Reduce dependency on external map providers and eliminate disruptions caused by outages or maintenance.
Cost Pressures
Lower recurring routing expenses with an intelligent engine built for high-volume delivery operations.
Accuracy Issues
Improve route distance and ETA predictions using real road intelligence instead of simple radial calculations.
Better Rider Experience
Provide accurate delivery estimates that improve rider confidence and increase successful order acceptance.
Our
QMAP In-House
Routing Engine
QMap is QWY's proprietary routing engine that works alongside existing map providers while giving businesses greater control over routing, ETA prediction, operational costs and long-term scalability.
How QMap Predicts ETA
QMap combines mapping intelligence, historical delivery data and machine learning to deliver highly accurate ETA predictions for every delivery.
Coordinate
Input
Receives pickup and destination coordinates directly from the delivery request.
Real Road
Distance
Calculates actual road distance using OpenStreetMap and QWY's mapping intelligence.
Zonal Velocity
Modeling
Divides supported cities into hundreds of delivery zones based on traffic behavior.
Pattern
Analysis
Uses historical deliveries and machine learning to improve prediction accuracy.
Dynamic
Prediction
Continuously updates ETA using rider movement, traffic trends and delivery progress.
Intelligent
Fallback
Automatically switches to alternative routing methods whenever required.
Regional Implementation
QMap currently delivers highly accurate routing across supported South Indian cities where machine learning models are fully trained. Coverage continues to expand as additional regions are validated and optimized.
Performance Benefits
5000 requests / min - 10x
Load tested - 10x current peak (500/min)
12 % faster
response times for price calculation API endpoints
100 % operational control
Full tuning of zones, velocity & fallback behaviour
Power Your Deliveries with Intelligent Routing
Whether you're managing hyperlocal deliveries, enterprise logistics, or last-mile operations, QMap helps you reduce routing costs, improve ETA accuracy and scale delivery performance with confidence.