In conversation with Editor Ankur Sharma, The News Strike, Hari Krishna, Founder & CEO of Green Drive Mobility, said that while Total Cost of Ownership (TCO) remains a widely used benchmark for EV fleet adoption, real-world fleet performance is often shaped by charging downtime, route variability, battery degradation, driver behaviour, and infrastructure availability—factors that conventional financial models frequently overlook. He highlighted the importance of integrating charging infrastructure, predictive maintenance, IoT-enabled battery monitoring, and real-time analytics to improve fleet utilization and reliability. Krishna also noted that managing battery residual value risk, which can account for 30–40% of an EV’s total cost, requires continuous Battery Management System (BMS)-driven monitoring and data-led asset management rather than relying solely on traditional depreciation models.
1. EV adoption in fleets is often modeled on TCO—but where do these models break down in real-world operations?
While Total Cost of Ownership (TCO) remains a strong starting point for EV adoption in fleet operations, real-world deployment often exposes gaps that static financial models fail to capture. Factors such as charging downtime, route variability, battery degradation, seasonal demand fluctuations, driver behaviour, and inconsistent charging infrastructure can significantly impact operational efficiency and asset utilization. In high-frequency logistics environments, uptime and fleet productivity matter as much as acquisition or fuel savings. At Green Drive Mobility, we address this through an integrated EV ecosystem combining fleet operations, charging infrastructure, predictive maintenance, IoT-led battery monitoring, and real-time analytics, helping businesses improve utilization, reduce downtime, optimize energy efficiency, and build a more reliable, technology-driven mobility platform beyond conventional TCO assumptions.
2. How do you underwrite residual value risk for EV assets, especially given battery degradation uncertainties?
Battery residual value is one of the most critical variables in EV fleet economics, especially since the battery can account for nearly 30–40% of an EV’s total vehicle cost. At Green Drive Mobility, we mitigate this risk through continuous asset and battery health monitoring rather than relying on static depreciation assumptions. Our technology platform uses IoT devices with an integrated Battery Management System (BMS) and vehicle sensors to capture critical data, including charge ratio, geo-fencing, driver riding patterns, time spent at authorised spots, and vehicle location. This enables real-time monitoring, better fleet servicing and maintenance, improved fleet uptime, and more efficient long-term management of EV assets.
3. Is EV-as-a-Service fundamentally a financing innovation or an operational one—and which side drives your margins?
EV-as-a-Service is fundamentally a combination of both financing innovation and operational execution, but in our model, operational efficiency is the primary driver of sustainable margins, while financing enables scalability. From a financing perspective, EV-as-a-Service reduces the upfront capex burden for customers and fleet partners by converting vehicle ownership into a pay-per-use or managed-service model. This improves adoption, especially in logistics and mobility sectors where asset-light operations are preferred. Strong financing partnerships also help optimize vehicle acquisition costs and improve deployment speed.
Long-term profitability in our business is driven primarily by operational excellence, where margins are created through high fleet utilization, minimized idle time, long-term B2B contracts, optimized driver and route planning, efficient charging and energy management, and strong maintenance and uptime control supported by technology-led monitoring of costs and productivity. A financed EV fleet without strong deployment and operations struggles to deliver healthy returns, while a well-managed fleet can significantly improve EBITDA even with standard financing structures. At Green Drive Mobility, financing acts as a growth enabler, while operations and technology remain the core margin drivers, with a focus on building a scalable platform that maximizes asset utilization and customer retention across mobility and logistics segments.
4. How do you see the competitive dynamic evolving between OEM-led ecosystems and independent fleet platforms like yours?
The EV mobility space is growing exponentially, and we believe that the OEM-led ecosystems as and independent fleet platforms will both be significant and distinct players in the market segment. The OEMs have the primary objective of focusing on vehicle manufacturing and building their own ecosystems, while independent fleet platforms such as ours, Green Drive Mobility, focus more on execution on the ground level through diversified fleets and customers' needs. We differentiate ourselves by offering integrated solutions for EV mobility, which include EV logistics, 3PL solutions, rentals, passenger mobility, charge solutions, fleet management, and maintenance on one single platform.
5. What is your strategy for managing battery lifecycle—from procurement to second-life usage to disposal?
Our battery lifecycle management strategy focuses on maximizing battery performance, extending usable life, reducing operating costs, and ensuring responsible disposal across the EV ecosystem. At Green Drive Mobility, we work with OEMs and battery partners that offer reliable performance, warranty support, and telemetry integration, while using data-driven monitoring to track battery health, charging behavior, degradation patterns, and energy efficiency. Operationally, we optimize battery life through controlled charging, preventive maintenance, route planning, and driver behavior monitoring. Batteries that reach lower automotive efficiency are repurposed for second-life applications such as charging station backup, solar energy storage, and warehouse and depot power systems, improving overall battery ROI and sustainability. For end-of-life batteries, we collaborate with authorized recycling partners to ensure safe and compliant disposal. Our long-term vision is to build an integrated EV operations platform combining financing, charging infrastructure, energy management, and battery intelligence.
6. If subsidies were removed tomorrow, does your model still hold unit economics?
Even without subsidies, we believe the long-term unit economics of EV fleets remain structurally strong, especially in high-utilization logistics operations. Industry reports already indicate that EV fleets in India’s logistics sector can deliver 15–20% lower total cost of ownership compared to diesel vehicles due to lower fuel and maintenance costs. At Green Drive Mobility, our model does not depend on just the economics of car buying, but also on fleet utilization, charging, maintenance, and efficiency. Through technology-enabled fleet management, IoT-based tracking, and servicing for efficient routes, we aim to maximize uptime, reduce energy consumption, and ensure profitability even without subsidies.
7. Do you believe electrification alone is enough, or will fleet intelligence and routing optimization be the bigger value unlock?
Electrification is only the starting point of the transition. As highlighted in recent ACT Expo industry discussions, the market is not collapsing, but is now moving into a “more operationally grounded phase focused on costs, energy, infrastructure and utilization,” where “the right vehicle, route, charging strategy and utilization model come together.” At Green Drive Mobility, we believe the bigger long-term value unlock will come from intelligent fleet operations powered by technology. Our platform integrates IoT, BMS, real-time monitoring, predictive maintenance, and operational analytics to improve fleet uptime, route efficiency, charging utilization, and delivery productivity. Sustainable and scalable EV adoption will ultimately depend not just on electrification, but on optimized and data-driven fleet ecosystems.
.jpeg)
