In the past decade, the automotive sector has been reshaped by the transition from internal‑combustion engines to electric drivetrains. Alongside this hardware revolution, a new class of sophisticated software platforms—often branded as “Pro Elétrica” —has emerged to manage battery packs, optimize energy consumption, enable over‑the‑air updates, and integrate vehicle‑to‑grid (V2G) services.