Solution
50% Lower Operation Cost
50% Lower Operation Cost
Empowered by Smart Mobility EMS
Empowered by Smart Mobility EMS
Empowered by Smart Mobility EMS

Connecting Vehicles, Data, and Intelligence
![]() | ![]() | ![]() | |
|---|---|---|---|
IOT Feature / Vehicle Type | Scooter / Light Mobility | Industrial Vehicle | Delivery Vehicle |
Monitor Battery | Voltage / Current NMC Battery Capacity Prediction | Voltage / Current Lead Acid Battery Capacity Prediction | BMS CAN |
Monitor Driving Behavior | GPS / Speed / Gyro | GPS / Speed / Gyro | GPS |
Vehicle Communication | - | - | CAN |
Cloud Data Transmission | LTE | WIFI | LTE |
Vehicle Remote | Seat Pad Unlock | Power Off | - |
Vehicle Analysis | Predictive Maintenance | Battery Analysis SOH Prediction | Battery Analysis SOH Prediction |
Recommendation | Throttle Optimization For Range Extension | Smart Charging Battery Lifetime Increase | Smart Charging Battery Lifetime Increase |
PurismEV’s AIoT System Architecture bridges hardware, software, and analytics to deliver end-to-end energy intelligence for diverse mobility platforms — from scooters and industrial vehicles to large delivery fleets.

By integrating IoT sensors and communication modules (CAN, LTE, Wi-Fi), the system continuously gathers key parameters such as battery voltage, current, temperature, and driving behavior. This real-time data is analyzed by Smart Mobility EMS platform to predict battery health (SOH), recommend smart charging, and optimize vehicle performance.
Through mutual interaction between edge devices and cloud intelligence, fleet operators gain seamless visibility and control — from remote diagnostics and maintenance scheduling to over-the-air updates and AI-driven recommendations.
The result: a connected ecosystem that reduces manual operation costs, enhances battery transparency, and empowers smarter, data-driven fleet management.

Connecting Vehicles, Data, and Intelligence
![]() | ![]() | ![]() | |
|---|---|---|---|
IOT Feature / Vehicle Type | Scooter / Light Mobility | Industrial Vehicle | Delivery Vehicle |
Monitor Battery | Voltage / Current NMC Battery Capacity Prediction | Voltage / Current Lead Acid Battery Capacity Prediction | BMS CAN |
Monitor Driving Behavior | GPS / Speed / Gyro | GPS / Speed / Gyro | GPS |
Vehicle Communication | - | - | CAN |
Cloud Data Transmission | LTE | WIFI | LTE |
Vehicle Remote | Seat Pad Unlock | Power Off | - |
Vehicle Analysis | Predictive Maintenance | Battery Analysis SOH Prediction | Battery Analysis SOH Prediction |
Recommendation | Throttle Optimization For Range Extension | Smart Charging Battery Lifetime Increase | Smart Charging Battery Lifetime Increase |
PurismEV’s AIoT System Architecture bridges hardware, software, and analytics to deliver end-to-end energy intelligence for diverse mobility platforms — from scooters and industrial vehicles to large delivery fleets.

By integrating IoT sensors and communication modules (CAN, LTE, Wi-Fi), the system continuously gathers key parameters such as battery voltage, current, temperature, and driving behavior. This real-time data is analyzed by Smart Mobility EMS platform to predict battery health (SOH), recommend smart charging, and optimize vehicle performance.
Through mutual interaction between edge devices and cloud intelligence, fleet operators gain seamless visibility and control — from remote diagnostics and maintenance scheduling to over-the-air updates and AI-driven recommendations.
The result: a connected ecosystem that reduces manual operation costs, enhances battery transparency, and empowers smarter, data-driven fleet management.

Connecting Vehicles, Data, and Intelligence
![]() | ![]() | ![]() | |
|---|---|---|---|
IOT Feature / Vehicle Type | Scooter / Light Mobility | Industrial Vehicle | Delivery Vehicle |
Monitor Battery | Voltage / Current NMC Battery Capacity Prediction | Voltage / Current Lead Acid Battery Capacity Prediction | BMS CAN |
Monitor Driving Behavior | GPS / Speed / Gyro | GPS / Speed / Gyro | GPS |
Vehicle Communication | - | - | CAN |
Cloud Data Transmission | LTE | WIFI | LTE |
Vehicle Remote | Seat Pad Unlock | Power Off | - |
Vehicle Analysis | Predictive Maintenance | Battery Analysis SOH Prediction | Battery Analysis SOH Prediction |
Recommendation | Throttle Optimization For Range Extension | Smart Charging Battery Lifetime Increase | Smart Charging Battery Lifetime Increase |
PurismEV’s AIoT System Architecture bridges hardware, software, and analytics to deliver end-to-end energy intelligence for diverse mobility platforms — from scooters and industrial vehicles to large delivery fleets.

By integrating IoT sensors and communication modules (CAN, LTE, Wi-Fi), the system continuously gathers key parameters such as battery voltage, current, temperature, and driving behavior. This real-time data is analyzed by Smart Mobility EMS platform to predict battery health (SOH), recommend smart charging, and optimize vehicle performance.
Through mutual interaction between edge devices and cloud intelligence, fleet operators gain seamless visibility and control — from remote diagnostics and maintenance scheduling to over-the-air updates and AI-driven recommendations.
The result: a connected ecosystem that reduces manual operation costs, enhances battery transparency, and empowers smarter, data-driven fleet management.



