Anurag Singh, Advisor, Primus Partners, highlights that the increase in warranty provisions is largely due to the rising share of electric two-wheelers, which typically come with extended warranty periods and higher claim rates in early production stages. He emphasizes that this trend continues despite manufacturers’ efforts to improve production quality and adopt AI-assisted warranty claim systems.