gradient.energy

What It Is

Gradient Energy provides AI-based charging optimization and virtual power plant (VPP) software for electric vehicle fleets. Its core claim is that it can help EV fleets save up to 25% on charging costs “with software only,” while enabling additional revenue through VPP participation without affecting normal dispatch operations or high vehicle availability.

Core Features and Product Capabilities

Based on the publicly available copy, the product focuses on three main capabilities. First, AI charging optimization uses algorithms to schedule charging strategies and reduce electricity costs. Second, fleet reliability management takes vehicle uptime into account and reserves capacity for urgent trips. Third, VPP monetization allows fleets to participate in virtual power plants, with the option to further integrate discharging capabilities to increase revenue. A notable point is that the company emphasizes its AI is not a complete black box and can accommodate fleet operating preferences, which is valuable for complex dispatch scenarios where vehicle assignments are not fixed.

Pricing, Deployment, and Integrations

The website does not disclose plans, pricing, contract models, minimum fleet size, or whether billing is based on a share of savings. It also does not state whether a free version or trial is available. Deployment methods, APIs, developer documentation, and lists of integrations with third-party chargers, vehicles, or electricity markets are not publicly provided. The copy only mentions that discharging can be integrated for higher revenue, but does not specify compatibility details.

Pros and Cons

The main advantage is its clear positioning: it focuses on EV fleet charging cost reduction and energy revenue. It also combines cost optimization, fleet availability, and VPP revenue into one system, giving it a clear business value proposition. The downside is limited public transparency, especially around pricing, implementation timelines, supported regions, electricity market coverage, security and compliance, and customer case studies. Enterprise buyers would need substantial communication and validation before procurement.

Best Fit and Access from China

Gradient Energy is better suited for logistics providers, bus operators, corporate shuttle fleets, charging operators, or energy aggregators with EV fleets of some scale. Access from China cannot be determined from the available public information, so it should be considered unknown. For deployment in China, key points to verify include local electricity market compatibility, charger protocols, payments, and regulatory compliance. It may be compared with domestic charging and energy management providers such as TELD, Star Charge, and YKC.