Industry outlook predicts widespread AI adoption in EV charging infrastructure by 2030, with potential for licensing, software partnerships, and innovations aimed at reducing carbon emissions through optimized energy use.

Toyota supports Apple Maps EV Routing via Apple CarPlay for all 2023 and newer BEVs, providing real-time navigation to chargers based on battery data, elevation, and charger availability, enhancing the driving experience.

Subaru's adoption of the NACS port involves owners paying for the adapter, contrasting with competitors like Toyota, Ford, Hyundai, and Kia, which offer free adapters to their EV customers.

The 2026 Subaru Solterra EV now features the North American Charging Standard (NACS) port, allowing compatibility with Tesla Superchargers and supporting seamless 'Plug & Charge' technology through SubaruConnect, enhancing charging convenience.

Alongside Subaru, Toyota's 2026 bZ models have been launched with improved driving range, performance, and expanded charging access, available at dealerships from October 2025, with starting prices around $34,900.

Toyota's new bZ models include Plug & Charge technology, enabling automatic start of charging upon connection via the Toyota app, simplifying the user experience.

Both Subaru and Toyota are adopting the NACS port, fostering interoperability and supporting AI-driven innovations in multi-brand charging ecosystems, which enhances energy management and user experience.

AI is playing a pivotal role in transforming EV infrastructure, with industry studies highlighting its effectiveness in demand forecasting, operational cost reduction, and smart grid management, thus supporting the growth of intelligent mobility networks.

Automakers are upgrading vehicle firmware with AI algorithms for better battery health monitoring and network management, addressing issues like congestion through reinforcement learning models that can improve efficiency by up to 25 percent.

The new Subaru Solterra Limited trim adds luxury features such as a panoramic roof and digital rearview mirror, while AWD options increase horsepower by 50% thanks to advanced SiC semiconductors.

Inside, the 2026 Toyota bZ models feature standard Apple CarPlay and Android Auto, along with a redesigned interior that includes a 14-inch infotainment screen, wireless chargers, and top trims offering ventilated seats and radiant leg heaters.

The Toyota bZ's pricing starts at $34,900, making it one of the most affordable EV options in the US, with higher trims reaching up to $45,300.

This collaboration among automakers promotes interoperability and AI-powered charging management systems, enabling optimized energy distribution, demand prediction, and a better overall user experience for EV drivers.