Charging infrastructure planning is becoming increasingly data-driven, with predictive algorithms and geospatial analytics helping optimise network deployment and corporate fleet electrification. Selected for Super Sapiens Europe 2026, Voltaage is developing software solutions to support more efficient investment decisions in electric mobility.
The expansion of electric mobility depends not only on advances in electric motors and battery technologies, but also on the availability of an efficient charging infrastructure. Identifying suitable locations for charging stations, forecasting demand and managing infrastructure costs are becoming increasingly important challenges for operators and public authorities.
Addressing these requirements, Voltaage develops artificial intelligence-based software platforms designed to support EV charging network planning and corporate fleet electrification. The start-up is among the eight deep-tech companies selected for Super Sapiens Europe 2026, the innovation programme promoted by Scientifica in collaboration with IREFI.
Predictive analytics for charging infrastructure
Voltaage combines predictive algorithms, geospatial analysis and data processing to identify strategic locations for new stations. By analysing geographical characteristics and mobility-related information, its technology supports infrastructure planning decisions, helping operators optimise deployment costs and improve investment efficiency.
The approach is particularly relevant as EV adoption increases and charging networks must expand while maintaining a balance between accessibility, infrastructure capacity and expected utilisation.
The company’s solutions also address corporate fleet electrification, supporting businesses in assessing charging requirements and planning the transition from internal combustion engine vehicles to electric alternatives.
From an engineering perspective, data-driven planning can help align charging infrastructure with vehicle operating patterns and energy requirements, reducing the risk of underutilised installations or insufficient charging capacity.
From software innovation to industrial applications
Voltaage’s selection for Super Sapiens Europe 2026 opens a new phase of technological and industrial development. The programme involves major corporate partners, including STMicroelectronics, Edison, Eni and Thales Italia, and offers selected start-ups the opportunity to access potential investments following a due diligence process.
Further opportunities include technical mentorship, proof-of-concept development and possible industrial collaborations.
