Exponent Energy Launches Fintech Arm Exponent One to Finance Commercial EVs
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Exponent Energy launches EV financing arm with $2 Million pre-seed

The new entity raises $2 million to offer data-driven loans and accelerate EV adoption in India.

2/18/2026
Chaimae Elfathi
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Bengaluru-based Exponent Energy has announced the launch of Exponent One, a specialized fintech and asset management subsidiary aimed at revolutionizing commercial electric vehicle financing. The new venture, created to dismantle a significant barrier to EV adoption, has successfully secured $2 million in pre-seed funding from mobility-focused venture capital firm AdvantEdge Founders. This strategic initiative is designed to provide tailored financial solutions that align with the unique operational realities of commercial EV drivers and fleet operators.


Addressing a Critical Financing Gap

Access to capital remains a primary obstacle slowing the transition to electric mobility in the commercial sector. According to Exponent Energy, for every one hundred drivers who make a down payment for a commercial EV, only about twenty successfully obtain financing. This highlights a fundamental capital expenditure problem that must be solved to enable widespread adoption and move beyond the current pilot stages of deployment.

Traditional lending models, with their rigid monthly installment structures, are often ill-suited for commercial drivers whose incomes fluctuate daily. This mismatch frequently leads to loan defaults, even when drivers have strong underlying earning potential. Exponent One aims to rectify this by creating financial products that are more responsive to the variable cash flows inherent in the transport industry.

A Data-Driven Approach to Lending

Exponent One will leverage real-time data from Exponent Energy’s comprehensive ecosystem, which includes battery packs, charging stations, and energy management systems. This “energy intelligence” provides deep insights into vehicle usage, energy consumption, and driver earnings patterns. By analyzing this data, the platform can more accurately assess risk and structure loans that adapt to a driver's actual income.

This integrated approach allows for a more holistic understanding of asset health, helping to predict residual value and identify early signs of financial distress. Such capabilities are a significant departure from conventional financing, which typically lacks visibility into the daily operations of the asset. The platform will initially focus on electric three-wheelers, light commercial vehicles, buses, and trucks, offering a full suite of services.

Leadership and Strategic Vision

The new subsidiary will be led by Sandeep Divakaran, a veteran in the mobility and finance sectors with executive experience at companies like Ola and Greaves Finance. Divakaran joins as the co-founder and CEO of Exponent One, in which Exponent Energy will retain a majority stake. His expertise will be crucial in developing underwriting models tailored to the specific needs of commercial EV operators.

This venture completes Exponent's full-stack energy platform, creating a symbiotic relationship where one entity powers the vehicle and the other empowers the driver. By underwriting the vehicle, driver, and energy ecosystem together, the company aims to expand EV access and accelerate its own growth across new cities and vehicle segments. This integrated strategy is designed to unlock a much larger base of potential EV owners.

Investor Confidence and Future Outlook

The $2 million investment from AdvantEdge Founders will be instrumental in developing Exponent One’s technology platform and forging key partnerships with lenders and insurers. Kunal Khattar, Founder of AdvantEdge Founders, noted that the platform addresses a core risk mismatch that has previously hindered the industry's growth. He emphasized that electrification scales fastest when technology, infrastructure, and capital evolve in unison.


Ultimately, the launch of Exponent One represents a pivotal step in Exponent Energy's mission to build a comprehensive ecosystem for commercial mobility in India. By combining its advanced energy technology with innovative, data-driven financial solutions, the company is poised to unlock a new wave of electric fleet growth. This initiative directly confronts the capital challenges that have held back widespread commercial EV adoption, paving the way for a more sustainable transport future.