HelperLogs Web Portal
An intelligent logistics management dashboard that leverages AI/ML to optimize delivery routes.
28%
eta Improvement
40%
automation
22%
cost Reduction
Project Overview
An intelligent logistics management dashboard that leverages AI/ML to optimize delivery routes, predict ETAs with high accuracy, and automate dispatching decisions for fleet operations.
The Challenge
The client's logistics operations were plagued by inefficient manual dispatching, inaccurate ETA predictions causing customer dissatisfaction, and lack of real-time visibility into fleet performance. Dispatchers were spending 60% of their time on route planning instead of exception handling.
Our Solution
Architected a React + Node.js enterprise dashboard featuring TensorFlow-powered route optimization algorithms and vector-based semantic matching via Pinecone for intelligent driver-order matching. Built real-time tracking with WebSocket integration and predictive analytics for proactive delay management.
Technical Architecture
Tangible Results
Technologies Used
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