Advanced AI and machine learning models, trained on e-mobility data, specifically designed for the e-mobility ecosystem. Each model addresses critical challenges faced by CPOs, eMSPs, and EV drivers.
Predicts the availability of individual stations and connectors at any point in the future. Perfect for ultra-precise dynamic pricing engines and enhanced EV routing apps.
Building on MBTX-av, takes a site as input and estimates future revenues and cash flow evolution from a potential charging station. Compares different station types to optimize investment decisions.
Predicts future demand for energy and charging stations in specific locations. Essential for capacity planning and resource allocation for utility companies, policy makers and CPOs.
Forecasts when maintenance is needed before failures occur. Reduces downtime and maintenance costs while increasing customer retention: driving up to find a broken station is the #1 concern for customers!
Customer segmentation model and real-time recommendation system to automatically target customers with personalised campaigns. Examples include personalised notifications with targeted discounts on specific stations or dynamic offers based on usage patterns.
Integrate our AI models directly into your applications, route planning systems, or charging management platforms. Perfect for developers building EV solutions.
GET /api/v1/availability?station_location=123&connector_type=CCS250&time=2024-08-05T14:00Run all models on demand through our user-friendly market intelligence platform, or integrate with your favourite AI Chatbot.
EV route planning apps pick stations that are available at the time of the search, but you're 2h away from the first stop. Will it still be available when you arrive?
Using MBTX-av, route planning apps can predict availability for individual connectors and recommend stops where stations will be available when you arrive.
Building a route planning engine? Integrate MBTX-av to only route your users to stations that will be available when they reach them.
Join the growing ecosystem of partners monetising EV charging data and building smarter mobility solutions.