Optimize and manage your electric fleet, from planning through operation
From electrification of an existing fleet to clean sheet design of a new fleet, Marain's software products can help
Plan and Operate
Marain offers software solutions that enable optimized planning and operation of complex EV fleets at scale
Marain Lightning Ball is a comprehensive multi-modal, agent-based transportation and energy simulation and optimization tool suite used to design, plan, evaluate and improve fleet deployments and operations at scale
Marain Mind is a dynamic, energy- and demand-aware fleet operations controller that integrates with your fleet management system and continuously re-optimizes your fleet. Mind is trained, tested and updated in Lightning Ball
Optimized and robust fleet planning
Marain Lightning Ball is a simulation platform to inexpensively to plan, design, test and improve real-world fleet operations
Evaluate vehicle specifications
What vehicle attributes does your fleet require?
Create fleet schedules
How long can vehicles operate between depot visits? How should you best utilize vehicles with different ranges or capacities?
Design depot charging infrastructure
Where, what power and how much charging infrastructure is needed to support your fleet?
Test fleet and depot control policies
How should vehicles be dispatched, routed, serviced etc.?
Determine fleet composition
How many of each type of vehicle does your fleet need over multiple phases?
Stress test system
How does your fleet perform during irregular operations? Do vehicles have enough range to complete missions?
Marain Lightning Ball Explorer is the comprehensive analytics interface for creating and interacting with fleet simulations
Operate your fleet assets efficiently
Marain Mind provides daily or real-time optimized operating plans for fleets, acting as the integrated intelligence layer for your fleet and depot management systems
Assign vehicles to routes or shifts
Optimize vehicle to mission allocation
Dynamically schedule depot visits and charging
Optimize how the vehicles in your fleet perform planned and unplanned charging and other service functions
Manage deviations in real-time
Re-optimize your fleet in real time in response to internal and external exceptions or pertubations
Add superintelligence to your fleet
Integrate Marain Mind into your FMS to add high performance re-optimization capabilities to your fleet and improve its performance
Integrate with existing telematics and fleet management
Unlock the value in historic fleet telematics data
Make your fleet more responsive in real-time
Integrate multiple competing objectives
Fleets of all types
Marain's flexible and powerful technology can be used in a wide range of fleet applications