Energy-tech company Exponent Energy has announced the launch of Exponent One, a new fintech and asset management venture focused exclusively on financing commercial electric vehicles (EVs). The initiative aims to tackle one of the biggest barriers to commercial EV adoption in India—access to viable and flexible financing.
The new venture will be led by Sandeep Divakaran as Co-founder and Chief Executive Officer. Divakaran brings over two decades of experience in financial services, leasing, and mobility, having held senior leadership roles at companies such as Ola and evfin by Greaves.
Exponent One is designed as a 360-degree underwriting and asset management platform tailored for commercial EVs, including three-wheelers, light commercial vehicles (LCVs), buses, and trucks. The platform will offer adaptive financing, lifecycle asset management, insurance integration, assured buybacks, savings tools, and upgrade opportunities to support driver-owners and fleet operators throughout the ownership journey.
The company said its financing model is built around real-world commercial vehicle operations, where daily earnings fluctuate and traditional fixed EMI-based lending frameworks often fail driver-owners. By leveraging Exponent Energy’s energy intelligence and real-time data on charging patterns, asset health, and energy consumption, Exponent One aims to assess risk more accurately and differentiate between operational challenges and borrower intent.
Sandeep Divakaran said the venture seeks to enable sustainable micro-entrepreneurship in electric mobility by offering financing that adapts to real-world earnings rather than rigid monthly assumptions. “If the driver-owner fails, the system fails,” he said, highlighting the need for supportive, data-driven lending frameworks for commercial EV users.
Arun Vinayak, Founder and CEO of Exponent Energy, said commercial EVs are fundamentally energy assets with higher upfront capital expenditure, making innovative financing essential to convert capex into meaningful operational savings. He added that Exponent’s real-time energy data and AI-driven underwriting capabilities provide a strong foundation to understand asset life, residual value, and operational performance.
Exponent One has raised $2 million in pre-seed funding from AdvantEdge Founders to accelerate its rollout and expand across key commercial EV hubs in India. AdvantEdge Founder Kunal Khattar said the venture addresses the critical mismatch between traditional lending assumptions and real-world EV operations, calling it a “missing financial layer” needed to scale electric fleets from pilot projects to mass adoption.
With Exponent Energy powering the EV assets and Exponent One powering the driver-owners, the company aims to create an integrated ecosystem that accelerates the transition to electric commercial mobility in India.
