ElectrifAi – Leveraging Data
Leveraging data, the firm can drive business value. ElectrifAi , a machine learning-powered technology company, has developed a highly-scalable and data-driven platform that improves the performance of electric vehicle (EV) charging stations. By building a proprietary algorithm that analyzes data and machine learning models, the Ai is able to improve consumer confidence for electric vehicles.
What is ElectrifAi
ElectrifAi is a privately-held machine learning-powered technology company that leverages data to drive business value for electric vehicle charging stations. By building a proprietary algorithm that analyzes data and machine learning models, Electrif is able to improve consumer confidence for electric vehicles. Currently, the company has three solutions that are ready to be deployed commercially:
It has developed a mobile app that allows drivers of electric vehicles to rank their stations based on quality of service. The company plans to launch a personalized rating platform later this year.
It has built an algorithm to predict the likelihood that a charging station will break down in the next 60 days and optimize maintenance work orders accordingly. Since its initial deployment, Electrif has been able to reduce unplanned outages by up to 75%.
It has also developed a predictive model to optimize the battery charging schedules of each individual vehicle, thereby reducing their total cost of ownership.
What problem does it solve
Before , there was no way for electric vehicle power station owners to leverage data to maximize its potential. Due to a limited number of business hours available per day as well as limited number of stations in operation, it is not feasible for power station operators to manually gather and analyze data. As a result, those power stations never achieve their full potential.
“By building a proprietary algorithm that analyzes data and machine learning models, ElectrifAi is able to improve consumer confidence for electric vehicles.”