Bengaluru-based EV energy-tech company Exponent Energy has announced the launch of its new fintech and asset management venture, Exponent One, aimed at addressing one of the biggest bottlenecks in India’s commercial electric vehicle (EV) growth story — access to viable, flexible financing.
The new venture will be led by financing and mobility veteran Sandeep Divakaran, who joins as Co-Founder and CEO.
A 360-Degree Financing Platform for Commercial EVs
Exponent One is positioned as a full-stack underwriting and asset management platform built exclusively for commercial electric vehicles, including:
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Electric three-wheelers
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Electric four-wheelers and LCVs
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Electric buses
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Electric trucks
The platform is designed to support EV driver-owners and fleet operators across the entire lifecycle — from ownership and daily earnings to upgrades and resale.
While EV technology has advanced rapidly in recent years, adoption in the commercial segment has often been limited by rigid financing models.
Traditional lenders typically assess borrowers on fixed monthly EMIs and personal credit history — a structure that does not reflect the daily, variable earning realities of commercial vehicle operators.
Exponent One aims to change that.
Adaptive Lending Built on Energy Intelligence
Exponent Energy has built a strong foundation in commercial EV operations by solving charging speed, battery reliability, and uptime challenges.
The company’s energy ecosystem — spanning its battery pack (e^pack), charging station (e^pump), and connector (e^plug) — enables 15-minute full charging and a 3,000-cycle battery life warranty.
Leveraging this real-time energy and asset data, Exponent One will deploy an AI-based adaptive financing stack that evaluates:
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Asset quality
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Charging patterns
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Energy consumption
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Operational performance
Instead of focusing solely on output metrics for repayment, the platform will analyse input metrics to distinguish between operational challenges and financial stress. The goal is to bring financing parity between EVs and traditional ICE (internal combustion engine) commercial vehicles.
Sandeep Divakaran explained the approach:
“Commercial vehicle driver-owners operate real-world businesses with daily variable earnings and limited buffers, yet lending models are still run on personal credit rails with fixed monthly assumptions. If the driver-owner fails, the system fails.
Our vision is to enable sustainable micro-entrepreneurship in electric mobility by building financing that adapts to real-world earnings, manages asset risk, and provides buffers that give drivers the confidence to switch to EVs.”
Integrated Protection and Assured Buybacks
Exponent One’s offering goes beyond loans. The platform integrates:
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Embedded insurance to manage health and asset shocks
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Assured buybacks to build a strong secondary market
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Top-up loans and savings tools
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Upgrade pathways for growing operators
By partnering with regulated financial institutions and insurers, Exponent One plans to scale responsible EV financing across India’s key commercial EV hubs.
Arun Vinayak, Founder and CEO of Exponent Energy, said:
“Electric commercial vehicles are fundamentally energy assets. Our ability to influence battery life and manage them using real-time energy data gives us a strong edge in understanding residual value and asset performance.
This is a first-of-its-kind partnership where energy and financing come together to provide integrated adaptive finance and asset management solutions. Exponent Energy will power the assets, and Exponent One will power the driver-owner.”
$2 Million Pre-Seed Funding Secured
Exponent One has already raised $2 million in pre-seed funding from AdvantEdge Founders to accelerate its early rollout and expand its footprint across key commercial EV markets.
Kunal Khattar, Founder of AdvantEdge Founders, noted:
“Commercial EV scale in India isn’t just a technology challenge; it’s a data and capital challenge. By replacing ICE-era lending assumptions with real-time operational intelligence, Exponent One is addressing the risk mismatches that have held the industry back. This could be the missing financial layer needed to move electric fleets from pilot programs to mass adoption.”
About Exponent One
Founded in December 2025 as a subsidiary of Exponent Energy, Exponent One is a fintech and asset management company focused on enabling accessible, earnings-linked financing for commercial EVs in India.
The platform leverages real-time vehicle and energy data to offer flexible repayment structures, integrated protection, and assured buybacks tailored to driver-owners and small fleet operators.
About Exponent Energy
Founded in 2020 by former Ather chief product officer Arun Vinayak, Exponent Energy has developed a vertically integrated energy ecosystem for EVs, including its battery pack, fast-charging infrastructure, and proprietary connector technology.
The company has raised $44.6 million across Pre-Series A, Series A, and Series B rounds from investors such as Lightspeed, TDK Ventures, Eight Roads Ventures, 3one4 Capital, and others.
