15%

Decrease in transportation costs​

22%

Reduction in inventory costs​

65%

Increase in overall efficiency​

Technologies Used

Pytorch
PyTorch
MongoDb Logo
MongoDB
Kafka
Kafka
TensorFlow Hub 300
TensorFlow
Client Profile

The client is a prominent logistics company specializing in secure transportation and delivering high-value items like artwork, jewelry, and luxury cars. Their clientele primarily consists of Ultra-High Net Worth Individuals and businesses. They offer a comprehensive range of services that encompass stringent security protocols, extensive insurance coverage, and specialized handling and packaging methods. Their highly skilled and process-oriented team is committed to providing their customers with the highest service and security, with 24/7 customer support available. Their mission is to be the go-to logistics provider for individuals and businesses who require specialized handling of their valuable possessions

Business Context

As a leading service provider, the client could experience significant reputation and financial loss even with the slightest hindrance in the delivery timelines. The root cause of these delays were external factors- traffic congestion, road closures, severe weather conditions, etc. These challenges eroded customer satisfaction, spoiled their reputation, and impacted financial performance. Traditional logistics systems proved inadequate in accurately predicting delivery times and managing customer expectations. Consequently, the company urgently sought a solution to improve operations, incorporate AI in logistics, and enhance customer experience

challenges

Challenges

Lack of visibility and agility hindered quick response to real-time demand changes, causing suboptimal operations​​


Struggles with inventory management and waste reduction caused inefficiencies and increased inventory costs​


Suboptimal delivery routes resulted in inefficient deliveries and higher transportation costs​​


Solution

Developed an AI/ML-based prediction engine to optimize logistics operations, reducing transportation costs​


Provided real-time insights into demand patterns, inventory levels, and logistic routes, enabling informed decision-making​


Integrated the predictive engine with existing systems, reducing manual effort and improving overall efficiency​

Solutions

Challenges

Lack of visibility and agility hindered quick response to real-time demand changes, causing suboptimal operations​​


Struggles with inventory management and waste reduction caused inefficiencies and increased inventory costs​​


Suboptimal delivery routes resulted in inefficient deliveries and higher transportation costs​


Solution

Developed an AI/ML-based prediction engine to optimize logistics operations, reducing transportation costs​


Provided real-time insights into demand patterns, inventory levels, and logistic routes, enabling informed decision-making​​


Integrated the predictive engine with existing systems, reducing manual effort and improving overall efficiency​

Business Impact

time icon

Improved Delivery Timelines

Helped the client make deliveries with 87.89% accuracy, which improved customer satisfaction with a forecasting system enabled by AI in logistics

cost icon

Reduced Costs

Reduced the number of failed deliveries and improved efficient delivery routes and schedule identification

Increased Efficiency

Auto-generated delivery schedules and optimized delivery routes, reducing manual intervention to help deliver on time through tools powered by AI in Ecommerce

Improved Customer Retention

The timely delivery of valuable goods and enhanced customer satisfaction helped customer retention

Why Kanerika?

Kanerika is a premier provider of data-driven software solutions and services that facilitate digital transformation. Specializing in Data Integration, Analytics, AI/ML, and Cloud Management, Kanerika prides itself on its expertise in employing cutting-edge technologies and agile methodologies to ensure exceptional outcomes. With a proven track record across various industries, Kanerika maintains rigorous quality standards, backed by ISO 27701 certification, SOC II, and GDPR compliance. As a distinguished partner of Microsoft, AWS, and Informatica, Kanerika’s commitment to innovation and strong partnerships positions it at the forefront of empowering businesses for their growth.

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