The Vruddhi technology works by continuously monitoring the truck population, assessing retention rates, and calculating demand based on vehicle usage patterns.
By Priya Singh

Key Highlights:
Daimler India Commercial Vehicles (DICV), a subsidiary of Germany's Daimler Truck AG, increased spare-parts sales by two to three times after introducing an AI-based solution. The technology, known as Vruddhi, works by continuously monitoring the truck population, assessing retention rates, and calculating demand based on vehicle usage patterns.
Satyakam Arya, Managing Director and CEO of DICV, said that the company's aftermarket business is benefiting significantly from the improved forecasting accuracy, including a 20% increase in the company's capacity to deliver components on time.
Vruddhi's predictive powers are derived from its capacity to continuously evaluate the truck population, estimate retention rates, and calculate demand based on vehicle usage patterns.
By factoring for company seasonality, the system provides accurate demand estimates, allowing DICV to better manage inventory and maximize on upsell possibilities.
"It also provides upsell chances. It allows us to identify which customers are late for workshops. So that we can approach them and thereby generate demand for our components." Arya explained.
Arya stated that customer retention after the warranty period is over 80%, in contrast to the commercial vehicle sector average of 30%. Retention in the CV sector refers to the percentage of consumers who continue to utilize the manufacturer's services after their initial warranty has expired.
The previous statistical technique examines historical data, prioritizing recent data to create more accurate predictions. However, the versatility of AI-driven models such as Vruddhi allows for a more dynamic approach, improving forecast accuracy and optimizing aftermarket processes.
Daimler's investment in AI-driven forecasting reflects a larger industry trend of using technology to improve operational efficiencies and better serve consumers in a highly competitive market.
Also Read: Daimler India Launches New BharatBenz Heavy-Duty Rigid Trucks
CMV360 Says
Daimler India's use of AI through Vruddhi shows how technology can transform business operations. The ability to predict demand accurately and improve customer retention will likely give DICV a competitive edge in the long run. As more companies adopt AI-driven solutions, the commercial vehicle industry could see significant changes in the way aftermarket services are managed.

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