Exponent Energy has announced the launch of Exponent One, a fintech and asset management venture focused on commercial electric vehicles (EVs). The company said the new platform is intended to address financing-related challenges that continue to affect the adoption of electric commercial vehicles.

Exponent One will function as a 360-degree financing and asset management platform. It will work exclusively with commercial electric vehicles, including three-wheelers, four-wheelers and light commercial vehicles (LCVs), as well as buses and trucks.


Focus on Commercial EV Financing

According to the company, while electric vehicle technology has progressed in areas such as charging and battery systems, access to financing remains a key constraint for commercial operators.

Exponent One has been designed as an underwriting and asset management platform tailored for commercial EV use cases. The company plans to use operational data and energy-related insights from Exponent Energy’s existing commercial EV ecosystem to structure financing models.

The platform aims to offer financing solutions across the vehicle ownership lifecycle, including purchase, operations, and upgrades. It will work in partnership with traditional financiers to provide funding to driver-owners and fleet operators.


Leadership

Exponent One will be led by Sandeep Divakaran as Co-founder and Chief Executive Officer. Divakaran has more than two decades of experience in financial services, leasing, and mobility, including roles at Ola and evfin by Greaves.

He will oversee the development of the fintech and asset management platform, which will include underwriting, risk-sharing mechanisms, insurance integration, and buyback structures intended to support resale value and secondary market activity.


Platform Structure and Offerings

The company said the financing model will include adaptive underwriting supported by data. Insurance products will be integrated to cover health and asset-related risks. The platform also plans to introduce assured buybacks to create a structured secondary market for commercial EVs.

In addition to vehicle loans, the platform is expected to provide savings-linked products, top-up loans, and upgrade financing options aimed at driver-owners and small fleet operators.


Funding and Expansion Plans

Exponent One has raised $2 million in pre-seed funding from AdvantEdge Founders. The company stated that the funds will be used to support early rollout and expand operations across key commercial EV markets in India.


Arun Vinayak, Founder and CEO, Exponent Energy, said, “Energy in EVs is an upfront capex problem, hence viable-financing products are needed to transform this higher capex to meaningful opex benefits to the driver-owners. Electric Commercial Vehicles are fundamentally energy assets. Our ability to influence battery life and manage them on a daily basis with real time energy data gives us an edge in understanding these assets better and in knowing their residual value. EVs are digital, earnings are digital and the energy stack with Exponent is digital, and all these input metrics layered with innovations in AI tech, enhances our ability to contextually underwrite and support the driver-owners through their circle of life. This is a first of its kind partnership, with energy and financing coming together to provide integrated adaptive finance and asset management solutions. We’re excited to have Sandeep lead this effort to build the financial layer needed to address the commercial EV financing gap. Together, Exponent Energy will power the assets and Exponent One will power the driver-owner.“