Indian energy-tech startup Exponent Energy has unveiled Exponent One, a new financing arm aimed at bridging the gap in commercial electric vehicle (EV) funding and accelerating fleet adoption across key transport segments. The company said the initiative is designed to remove one of the biggest obstacles holding back electric three-wheelers, light commercial vehicles and medium-duty trucks — access to flexible and realistic loans that reflect real-world use.
The newly established venture will be helmed by Sandeep Divakaran, a seasoned mobility and finance executive who previously held leadership roles at Ola and Greaves Finance’s EV lending unit. Exponent Energy said Divakaran’s experience will be central to building underwriting models tailored to the needs of driver-owners and fleet operators, particularly those whose earnings fluctuate daily.
Unlike traditional fixed equated monthly instalment (EMI) structures that often fail commercial EV borrowers, Exponent One plans to use real-time data from Exponent Energy’s charging and battery networks to gauge credit risk and repayment ability more accurately. The platform aims to combine adaptive financing with lifecycle asset management, insurance options, assured buybacks and upgrade pathways to support vehicle owners throughout the ownership journey.
The $2 million in pre-seed funding was led by AdvantEdge Founders, a mobility-focused venture capital firm that has backed Exponent from early stages. The capital will help Exponent One build its product suite and expand operations in key EV hubs as commercial electric mobility scales across India. AdvantEdge founder Kunal Khattar said the financing platform addresses a “missing financial layer” that has held back broader EV fleet adoption.
Exponent Energy, founded by former Ather executives, already operates a network of fast-charging stations and battery services across several Indian cities and has raised nearly $45 million in funding from global backers including Lightspeed, Eight Roads Ventures and 3one4 Capital. The company believes its deep insights into battery health and charging behaviour will give Exponent One a data-driven edge in loan underwriting for commercial EVs.
Industry analysts say commercial EV financing remains a critical bottleneck for electrification, especially in segments where income is unpredictable and assets are new and unfamiliar to lenders. By combining technology, real-time usage data and flexible financial products, Exponent Energy hopes Exponent One will unlock a new wave of electric fleet growth and help bridge the gap between pilot projects and widespread adoption.
