Delhivery, a leading logistics and supply chain solutions provider, has emerged as a game-changer for direct-to-consumer (D2C) brands with the introduction of its AI-powered Return to Origin (RTO) Predictor.
This innovative solution has swiftly become the go-to tool for over 4,800 D2C brands, streamlining their returns process and significantly curbing associated costs.

The basis of Delhivery's RTO Predictor is cutting-edge machine learning technology that draws on significant data insights garnered from over 2.7 billion shipments delivered countrywide.
The company enables D2C brands to correctly predict the possibility of returns and non-acceptance of deliveries by using this richness of information and integrating location intelligence tools. This predictive power allows brands to handle possible difficulties ahead of time and enhance their logistical strategy.
One of the critical pain points for D2C brands in the e-commerce landscape, particularly in markets like India, is the prevalence of Cash-on-Delivery (COD) orders, which account for over 60% of all transactions. Delhivery's RTO Predictor directly targets this issue, aiming to mitigate the adverse impact of COD returns on businesses' bottom lines.
By incorporating RTO prediction seamlessly into the checkout process, brands can implement strategic measures such as concealing COD shipping options or imposing shipping fees for high-risk consignees, thus fostering greater control over their operations.
The efficacy of Delhivery's RTO Predictor is underscored by tangible results reported by partner brands. Harsh Gupta, Supply Chain Head at Minimalist, lauds the service for its instrumental role in reducing RTO rates and enhancing conversion rates. Similarly, Sugam Arora, Head of Logistics and Customer Experience at W for Woman, attests to the solution's efficacy in facilitating quick decision-making and optimising customer profiling, leading to a notable reduction in overall RTO rates and associated logistics costs.
"Dellhivery's RTO predictor uses machine learning to assess the risk of return and non-acceptance of delivery that sellers face by mining the trove of data already available from over 2.7 billion delivered shipments since inception, our nationwide coverage, and location intelligence solutions. This enables us to predict customer behaviour with far higher accuracy and equip our clients with valuable insights on customer intent on their COD (cash on delivery) orders," Nikhil Vij, Head of Product at Delhivery, said in a statement.
Delhivery's relentless pursuit of innovation and customer-centric solutions has earned it recognition as India's preferred D2C third-party logistics provider, as endorsed by industry experts and partners alike.
The integration of the RTO Predictor into Delhivery's comprehensive suite of digital shipping solutions, known as Delhivery One, underscores the company's commitment to driving efficiency and value across the e-commerce ecosystem.
Delhivery's AI-powered RTO Predictor emerges as a transformative tool for D2C brands, offering a strategic advantage in navigating the complexities of return management and optimising operational efficiency.
As e-commerce continues to evolve, solutions like the RTO Predictor are poised to play an increasingly pivotal role in shaping the success and sustainability of D2C enterprises worldwide.
Delhivery:
Delhivery is India's largest fully integrated logistics business. With a nationwide network that covers over 18,600 pin codes, the company offers a comprehensive range of logistics services including express package transportation, PTL freight, TL freight, cross-border, supply chain, and technological services.
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