Smart Delivery, a logistics and transport business based in the EU reached out to Brainium to develop a custom algorithm that automatically creates an optimized delivery plan for their fleet of trucks, after calculating multiple parameters.
Our client Smart Delivery, is primarily involved in the logistics and transport sector in Sweden. At present, Smart Delivery is one of the leading companies offering safe and environmentally certified cold chain deliveries throughout Sweden.
They help both large and small companies with refrigerated transport to homes. Understanding the vital need for an unbroken cold chain, our client ensures that all their last-mile deliveries are characterized by high security, a state-of-the-art logistics platform, and personalized service.
Brainium's team of experts built a smart algorithm that powers the platform our client utilizes to manage their entire cold chain logistics. The solution we developed gives our client complete control over their transport and logistics processes.
Brainium's custom algorithm has helped to make our client, Smart Delivery, the top-rated last-mile delivery platform available in the market.
In the beginning, our client struggled to find experts in custom algorithm development. After a series of unsuccessful discussions with developers, they finally reached out to Brainium's IT consultants. Our first step was to thoroughly understand their pain points and define their specific requirements for a smart logistics platform.
The primary challenge was optimizing the delivery of temperature-sensitive products through an unbroken cold chain, ensuring safe last-mile deliveries to homes. This issue arose because, with thousands of deliveries to make each day, human agents could not manually create optimized route plans for multiple trucks or calculate the minimum number of trucks required for efficient delivery.
Maintaining an unbroken cold chain for temperature-sensitive products across thousands of daily deliveries.
Human agents could not manually create optimized route plans at scale for the growing delivery volume.
Consumer-preferred delivery times added complexity to route optimization.
Dynamic traffic conditions required routes to adapt in real time for on-time deliveries.
Difficulty finding experts capable of developing custom algorithms tailored to complex logistics needs.
In our initial approach, we applied a standard 'shortest path' algorithm from graph theory, combined with the Google Routes & Distance API, to calculate optimal routes for deliveries. However, this method failed to produce the expected results in terms of both accuracy and efficiency. To overcome these limitations, we developed a customized algorithm tailored to handle complex delivery conditions, ensuring improved performance and more reliable results.
This new algorithm accounted for a variety of critical parameters, including:
We utilized a combination of Python, Laravel, and MySQL to implement and fine-tune this customized solution. Extensive testing and quality assurance were integral to perfecting the algorithm, ensuring it could scale to handle an ever-increasing volume of deliveries while maintaining the accuracy and efficiency needed for Smart Delivery's operations.
To optimize Smart Delivery's logistics, we created a custom algorithm that considers multiple variables, enhancing route assignment accuracy, operational reliability, and scalability for complex delivery scenarios.
Brainium's team of specialists in algorithm design, machine learning, and software development, built a custom algorithm for our client's platform. The algorithm was designed to calculate factors like multiple drop locations, drop time overhead, breaks (rest time), and working hours.
We began by defining the routing matrix. Every delivery location became a node, each linked to factors like:
The robust algorithm we crafted took into account all these interconnected variables.
The development process involved extensive brainstorming and quality assurance (QA) iterations to enhance the algorithm's accuracy, reliability, and ability to handle complex delivery scenarios.
The resulting algorithm that we built for Smart Delivery, efficiently manages multi-level use cases, delivering significant improvements in route assignment accuracy, operational reliability, and scalability.
Defined a routing matrix with nodes for every delivery location, linked to consumer time preferences and working hours.
Incorporated geographic constraints and real-time traffic data into route calculations.
Developed a bespoke algorithm that surpassed standard shortest-path approaches for complex cold chain needs.
Factored in consumer-preferred delivery times to minimize missed deliveries and improve satisfaction.
Multiple QA iterations ensured the algorithm handled multi-level use cases reliably and accurately.
The custom algorithm we developed has drastically transformed Smart Delivery's operations, enabling them to achieve greater efficiency, scalability, and improved customer satisfaction. By automating the optimization of delivery routes, we helped Smart Delivery reduce manual interventions, allowing them to focus on more strategic tasks. The solution not only addressed Smart Delivery's immediate challenges but also equipped them with a scalable system that can grow alongside their expanding business needs.
The system enables accurate route assignments, significantly reducing missed or delayed deliveries.
I can't thank the Brainium team enough. Our delivery system was quite chaotic. They created an algorithm that factored in our highly complex delivery needs with ease. Thanks once again for enabling us to be the market's sharpest last-mile platform.
The custom algorithm we developed has drastically transformed Smart Delivery's operations, enabling them to achieve greater efficiency, scalability, and improved customer satisfaction. By automating the optimization of delivery routes, we helped Smart Delivery reduce manual interventions, allowing them to focus on more strategic tasks. The solution not only addressed Smart Delivery's immediate challenges but also equipped them with a scalable system that can grow alongside their expanding business needs.
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