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 ◣  Solution

Solve every EV fleet operations challenge with Electrapilot


 

Charging delays, fragmented apps, unpredictable batteries, and missing carbon data.
Electrapilot turns EV operations from reactive to active with AI forecasting, automated orchestration, and carbon crediting.


Collection of vehicle sensor data (temperature, humidity, air pressure, etc.) every 5 seconds

Driver-specific route and charging station recommendations, plus safety alerts

Real-time monitoring and statistical analysis of multiple vehicles

Electric freight vehicles

  ◣  Solution Highlights

Core value Electrapilot delivers

Boost operational efficiency while minimizing risk.
전기화물차 운영을 효율적으로 지원하는 네 가지 핵심 기능을 제공합니다. 
▪  Optimal Matching 
    (Charger Type & Station Status)
Matches vehicle/adapter specs, charge rates, and live station availability to suggest routes with the shortest waits and least detours.
▪  IoT Sensor Monitoring 
   (Temperature, Humidity, Location etc.)  
Integrates IoT sensor data (temperature, humidity, location, etc.) to continuously monitor environmental factors affecting cargo and battery performance.
▪  Real‑Time Monitoring
    (Vehicle Location & Driver Information) 
Collects and visualizes vehicle location and driver info in real time to improve control and enable rapid anomaly response.
▪  Routing System
   (15‑min Delivery for Integrated Delivery) 
Performs integrated routing with demand density, traffic, and vehicle status, supporting urban deliveries with a 15‑minute SLA.
▪  Driving & Charging Info
    (Driving Details & SOC Details)  
Logs and analyzes trip history and state‑of‑charge changes to optimize driving efficiency and charging strategy.
▪  GPS Tracking
   (IoT + App GPS Data Optimization)  
Hybrid tracking that fuses vehicle IoT with app GPS to improve location precision and data reliability.
▪  Notification & Alert
   (Charging & Anomaly Notifications)  
Instant alerts for charging needs, equipment issues, and route deviations reduce downtime for drivers and dispatch.
▪  Vehicle Documents
   (Vehicle Registration & Insurance Policy)  
Digitally store registration and insurance to simplify expirations, inspections, and compliance.

  ◣  Mobile&Web 

Manage your fleet on a single platform across app and web

Driver app and admin dashboard work as one, unifying vehicles, charging, and trips in real time. 

 ◣  Mobile

▪ Efficient vehicle selection and trip start 
▶  Fleet Select list

   

See all vehicle states at a glance and dispatch instantly.


  Key data
  Vehicle name/plate, SoC(%), range (km), charging status   (charging/queued), warning badges
  Key functions
  Select vehicle → details/start trip, live refresh, and view        warnings (low battery, overheating, etc.).




▶  Fleet Select vehicle details

   

Shows a concise summary of key metrics and specs for the selected vehicle


Start trip, view history/specs, check status alerts.

  Key data
  Vehicle image, VIN/plate, SoC/range/charge rate, temperature
  Key functions
 Select vehicle → details/start trip, live refresh, and view warnings (low battery, overheating, etc.). 



▪ AI‑assisted optimal routing and turn‑by‑turn navigation
▶  Map_on on‑route map

   

Live updates to route and charging plan in motion.


  Key data
  ETA, predicted SoC at arrival, distance & expected queue to next charger
  Key functions
  Reroute, add/remove charge stops, proceed to trip completion.



▶  Map_station station details

   

View detailed specs and congestion to navigate/reserve instantly.


  Key data
  Station name/address, connector type (CCS/NACS/etc.), max kW, pricing, queue/ports available
  Key functions
  Navigate, reserve/notify, and (if supported) pre‑pay & auto‑start charging.



▶  Map_Route route & charging optimization

   

Proposes multi‑stop routes that integrate driving and charging.


  Key data
  Charge‑stop list, leg‑by‑leg arrival SoC, total drive/charge time
  Key functions
  Toggle optimization (shortest/lowest cost/congestion‑avoid/low‑carbon), edit/apply stops.



▶  Map_Navi turn‑by‑turn nav 

   

Real‑time navigation with dynamic charging waypoints.


  Key data
  SoC.Next turn, remaining distance/time, distance & arrival SoC to next charger
  Key functions
  Voice guidance, reroute, and (if supported) auto‑payment readiness for charging.



▪ Trip data logging & management
▶  Driving Log trip end & record

   

Automatically records post‑trip events and full trip data.



  Key data
  Alerts (low power, overheating, charge errors), distance, SoC curve, charge sessions, ESG metrics (avg. efficiency, CO₂ savings) 
  Key functions
  Drill into alert details (time, location, SoC), auto‑aggregate trip history & reports, visualize ESG outcomes, download data (PDF/CSV).




 ◣  WEB

▪ Visualize operational efficiency & ESG outcomes 
▶  Dashboard

   

Provides period‑based statistics for vehicle operations.



  Key data
  Avg. daily distance, avg. daily driving time, safety‑alert distribution, avg. range per charge, avg. charge count, avg. charge time, per‑vehicle status
  Key functions
  Use period metrics to analyze driving/operational efficiency and charging patterns for fleet management. 




▪ Real‑time control & operational optimization 
▶  Real‑time monitoring

   

Supports real‑time multi‑vehicle oversight during operations.


  Key data
  Vehicle location, driving status, driver info, vehicle info, per‑vehicle route traces
  Key functions
  Live‑monitor 1,000+ vehicles; view driver & trip info per selection; AI route recommendations and outcome prediction.



▪ Unified IoT data & charging infrastructure
▶  EV charging‑station info

   

Provides real‑time information for fast‑charging stations.

  Key data
  Station location, status, connector type, charge rate
  Key functions
  Shows nearby fast‑charging options.


▶  IoT data collection


  Live view of vehicles equipped with Electrapilot devices.



  Key data
  Real‑time vehicle position, per‑device coordinates, temperature/humidity/pressure, reception status 
  Key functions
  Sensor data updates every 5 seconds.




◣ Solution

Solve every EV fleet operations challenge with Electrapilot

Charging delays, fragmented apps, unpredictable batteries, and missing carbon data. Electrapilot turns EV operations from reactive to active with AI forecasting, automated orchestration, and carbon crediting.

Collection of vehicle sensor data (temperature, humidity, air pressure, etc.) every 5 seconds

Driver-specific route and charging station recommendations, plus safety alerts

Real-time monitoring and statistical analysis of multiple vehicles

Electric freight vehicles

◣ Solution Highlights

Core value Electrapilot delivers

Boost operational efficiency while minimizing risk.

▪ Optimal Matching 

(Charger Type & Station Status) 

Matches vehicle/adapter specs, charge rates, and live station availability to suggest routes with the shortest waits and least detours.

▪ Real‑Time Monitoring   

(Vehicle Location & Driver Information) 

Collects and visualizes vehicle location and driver info in real time to improve control and enable rapid anomaly response. 

▪ IoT Sensor Monitoring 

(Temperature, Humidity, Location etc.) 

Integrates IoT sensor data (temperature, humidity, location, etc.) to continuously monitor environmental factors affecting cargo and battery performance.

▪ Routing System 

(15‑min Delivery for Integrated Delivery) 

Performs integrated routing with demand density, traffic, and vehicle status, supporting urban deliveries with a 15‑minute SLA.

▪ Driving & Charging Info

(Driving Details & SOC Details)  

Logs and analyzes trip history and state‑of‑charge changes to optimize driving efficiency and charging strategy.

▪ GPS Tracking 

(IoT + App GPS Data Optimization)  

Hybrid tracking that fuses vehicle IoT with app GPS to improve location precision and data reliability.

▪ Notification & Alert   (Charging & Anomaly Notifications)   

Instant alerts for charging needs, equipment issues, and route deviations reduce downtime for drivers and dispatch.

▪ Vehicle Documents (Vehicle Registration & Insurance Policy) 

Digitally store registration and insurance to simplify expirations, inspections, and compliance.

◣ Mobile&Web 

Manage your fleet on a single platform across app and web

Driver app and admin dashboard work as one, unifying vehicles, charging, and trips in real time. 

◣ Mobile 

▪ Efficient vehicle selection and trip start 

▶  Fleet Select list

See all vehicle states at a glance and dispatch instantly.



Key data ‣ Vehicle name/plate, SoC(%), range (km), charging status (charging/queued), warning badges

Key functions ‣ Select vehicle → details/start trip, live refresh, and view warnings (low battery, overheating, etc.).



▶  Fleet Select vehicle details

Shows a concise summary of key metrics and specs for the selected vehicle 

Key data ‣ Vehicle image, VIN/plate, SoC/range/charge rate, temperature 

Key functions ‣ Select vehicle → details/start trip, live refresh, and view warnings (low battery, overheating, etc.). 



▪ 효율적인 차량 선택과 운행 개시

▶  Map_on on‑route map 

Live updates to route and charging plan in motion. 



Key data ‣ ETA, predicted SoC at arrival, distance & expected queue to next charger 

Key functions ‣ Reroute, add/remove charge stops, proceed to trip completion. 



▶  Map_station station details 

View detailed specs and congestion to navigate/reserve instantly. 

Key data ‣ Station name/address, connector type (CCS/NACS/etc.), max kW, pricing, queue/ports available 

Key functions ‣ Navigate, reserve/notify, and (if supported) pre‑pay & auto‑start charging. 



▶  Map_Route route & charging optimization 

Proposes multi‑stop routes that integrate driving and charging. 



Key data ‣ Charge‑stop list, leg‑by‑leg arrival SoC, total drive/charge time 

Key functions ‣ Toggle optimization (shortest/lowest cost/congestion‑avoid/low‑carbon), edit/apply stops. 



▶  Map_Navi turn‑by‑turn nav 

Real‑time navigation with dynamic charging waypoints. 



Key data ‣ SoC.Next turn, remaining distance/time, distance & arrival SoC to next charger  

Key functions ‣ Voice guidance, reroute, and (if supported) auto‑payment readiness for charging.  



▪ Trip data logging & management 

▶  Driving Log trip end & record 

Automatically records post‑trip events and full trip data. 

Key data ‣ Alerts (low power, overheating, charge errors), distance, SoC curve, charge sessions, ESG metrics (avg. efficiency, CO₂ savings) 

Key functions ‣ Drill into alert details (time, location, SoC), auto‑aggregate trip history & reports, visualize ESG outcomes, download data (PDF/CSV). 



◣ WEB 

▪ Visualize operational efficiency & ESG outcomes 

▶  Dashboard 

Provides period‑based statistics for vehicle operations. ee all vehicle states at a glance and dispatch instantly.

Key data ‣ Avg. daily distance, avg. daily driving time, safety‑alert distribution, avg. range per charge, avg. charge count, avg. charge time, per‑vehicle status ehicle name/plate, SoC(%), range (km), charging status (charging/queued), warning badges

Key functions ‣ Use period metrics to analyze driving/operational efficiency and charging patterns for fleet management. 



▪ Real‑time control & operational optimization 

▶  Real‑time monitoring 

Supports real‑time multi‑vehicle oversight during operations. ee all vehicle states at a glance and dispatch instantly.

Key data ‣ Vehicle location, driving status, driver info, vehicle info, per‑vehicle route traces 

Key functions ‣ Live‑monitor 1,000+ vehicles; view driver & trip info per selection; AI route recommendations and outcome prediction. 



▪ Unified IoT data & charging infrastructure fficient vehicle selection and trip start 

▶  IoT data collection 

Live view of vehicles equipped with Electrapilot devices.

Key data ‣ Real‑time vehicle position, per‑device coordinates, temperature/humidity/pressure, reception status 

Key functions ‣ Sensor data updates every 5 seconds. 



▶  EV charging‑station info 

Provides real‑time information for fast‑charging stations. 

Key data ‣ Station location, status, connector type, charge rate 

Key functions ‣ Shows nearby fast‑charging options. 



 ◣  Telematics&Data

◣ Telematics&Data 

An IoT gateway & sensor network that connects real‑time data 

Electrapilot’s dedicated gateway and sensors precisely capture vehicle and environmental data. This data flows to the cloud and AI engine—powering predictive operations and stable fleet management.



01

LTE Cat.4 Gateway 

(AIG‑300)


Arm Cortex‑A7 Linux; GNSS (A‑GPS/S‑GPS); CAN‑FD×3 / RS232C×3 / RS485×1 / BLE 5.0; micro uSIM (eSIM); 700 mAh backup battery; 6‑axis IMU; power +7V to +36V (reverse/over‑voltage/over‑current protection). Size 89×62×23 mm, 95 g. 

 Collected data 

▾

GNSS position/speed, vehicle bus (CAN) signals, gateway IMU (accel/gyro), multiplexed connected‑sensor data  


02

Non‑contact thermometer (CT‑200N‑485) 


–20 to 400 °C; 0.1 °C resolution; ±2% of reading or ±2 °C; FOV 7.16°; emissivity 0.10–1 (default 0.97); Modbus RS485 RTU; IR refresh up to 10 Hz; 5 V input 

 Collected data 

▾

Battery/cargo surface temperature (°C), IR sensor status (confidence/error). Mount to directly view battery surface. 



03

LBarometer/IMU sensor (HWT901B/TTL) 


3‑axis accel/gyro/magnetometer + barometer; UART; 2400–921600 baud (default 9600); 3.3–5 V; <40 mA; 0.1–200 Hz (default 10 Hz) 

 Collected data 

▾

Time; acceleration (±16 g); angular velocity (±2000 °/s); angle (±180°); magnetic field; pressure; height. Used for event detection (hard accel/brake/impact) and altitude. 



04

Temp/Humidity sensor (BT‑FTM01) 


RS485 (Modbus‑RTU); DC 9–30 V; 15 mA; temperature –20 to 80 °C (±0.3 °C, 0.1 °C, 2–5 s); RH 0–99.9% (±3%RH, 0.1%RH, 2 s) 

 Collected data 

▾

Ambient temperature (°C)/humidity (%RH); used for thermal/moisture context near the battery and safety alerts 


An IoT gateway & sensor network that connects real‑time data

Electrapilot’s dedicated gateway and sensors precisely capture vehicle and environmental data.
This data flows to the cloud and AI engine—powering predictive operations and stable fleet management.








01

LTE Cat.4 Gateway 

(AIG‑300)


 Arm Cortex‑A7 Linux; GNSS (A‑GPS/S‑GPS); CAN‑FD×3 / RS232C×3 / RS485×1 / BLE 5.0; micro uSIM (eSIM); 700 mAh backup battery; 6‑axis IMU; power +7V to +36V (reverse/over‑voltage/over‑current protection). Size 89×62×23 mm, 95 g.

  

Collected data

▾

GNSS position/speed, vehicle bus (CAN) signals, gateway IMU (accel/gyro), multiplexed connected‑sensor data


02

Non‑contact thermometer (CT‑200N‑485)


 –20 to 400 °C; 0.1 °C resolution; ±2% of reading or ±2 °C; FOV 7.16°; emissivity 0.10–1 (default 0.97); Modbus RS485 RTU; IR refresh up to 10 Hz; 5 V input 

 Collected data


▾

 Battery/cargo surface temperature (°C), IR sensor status (confidence/error). Mount to directly view battery surface.



03

Barometer/IMU sensor (HWT901B/TTL)


3‑axis accel/gyro/magnetometer + barometer; UART; 2400–921600 baud (default 9600); 3.3–5 V; <40 mA; 0.1–200 Hz (default 10 Hz)

 

Collected data

▾

Time; acceleration (±16 g); angular velocity (±2000 °/s); angle (±180°); magnetic field; pressure; height. Used for event detection (hard accel/brake/impact) and altitude.



04

Temp/Humidity sensor (BT‑FTM01)


RS485 (Modbus‑RTU); DC 9–30 V; 15 mA; temperature –20 to 80 °C (±0.3 °C, 0.1 °C, 2–5 s); RH 0–99.9% (±3%RH, 0.1%RH, 2 s)


Collected data

▾

Ambient temperature (°C)/humidity (%RH); used for thermal/moisture context near the battery and safety alerts

Real‑time public‑data integration

In addition to device data, Electrapilot integrates trusted public APIs in real time. This yields more precise forecasts and decisions that reflect real traffic, charging, and weather conditions.

Data provider Linked feed
Update cadence 
Traffic (congestion/flow)
 Seoul City “1‑hour section‑level flow”
 Hourly
Charging stations
Korean Environment Corporation EV stations
5‑second refresh (Public Data Portal)
Weather (forecast)
 KMA Local Forecast

3‑hour production cycle (from 02:00 daily), pull on demand

◣ EV Charging 

AI‑driven EV charging optimization

Unifies prediction, scheduling, live routing, and one‑tap payment into a single charging experience.

Personalized range prediction 

Uses trip history, battery state, and external conditions to predict per‑vehicle range, including SoC on arrival, reducing uncertainty.  


Automated multi‑vehicle charging orchestration 

AI centrally coordinates charging for 10+ vehicles to minimize conflicts and queues, raising fleet uptime and efficiency. 



Automatic payment and charging orchestration 

Incorporates traffic/weather with live charger status and queues so drivers choose the best station and save time. 



Smart navigation with live charger availability 

Supports one‑tap pay and charge in a single app, unifying home, workplace, and public charging for efficient driver and operator experiences. 



Notifications & alerts 

 Keeps both drivers and operators efficient—operators respond fast, drivers stay safe on the road. 



Real‑time public‑data integration

 In addition to device data, Electrapilot integrates trusted public APIs in real time.
This yields more precise forecasts and decisions that reflect real traffic, charging, and weather conditions.
Data provider  Linked feed
Update cadence

Traffic (congestion/flow)

 Seoul City “1‑hour section‑level flow”
Hourly

Charging stations

 Korean Environment Corporation EV stations
5‑second refresh (Public Data Portal)

Weather (forecast)

 KMA Local Forecast
3‑hour production cycle (from 02:00 daily), pull on demand

  ◣ EV Charging

AI‑driven EV charging optimization

Unifies prediction, scheduling, live routing, and one‑tap payment into a single charging experience.
Personalized range prediction

Uses trip history, battery state, and external conditions to predict per‑vehicle range, including SoC on arrival, reducing uncertainty.


Automated multi‑vehicle charging orchestration

AI centrally coordinates charging for 10+ vehicles to minimize conflicts and queues, raising fleet uptime and efficiency.

   

Automatic payment and charging orchestration

Incorporates traffic/weather with live charger status and queues so drivers choose the best station and save time.



Smart navigation with live charger availability

Supports one‑tap pay and charge in a single app, unifying home, workplace, and public charging for efficient driver and operator experiences.


Notifications & alerts

Keeps both drivers and operators efficient—operators respond fast, drivers stay safe on the road. 

◣ FAQ

Find quick answers to common questions.

Q : Which vehicle models does Electrapilot support?

   

A: Electrapilot is engineered for compatibility across all EV models in the U.S. Its proprietary IoT hardware supports 6V–12V systems to cover everything from compact sedans to high‑power trucks, trained and validated on 200M+ records from 11 EV models since 2020.

Q: How do you obtain charger availability data? 


A: Electrapilot fuses vehicle IoT with live charger‑network data (availability, queues, payment status) and uses a CNN+LSTM prediction engine to compute optimal charge timing and locations per vehicle. Drivers handle nav, live availability, and auto‑pay/start in one app—no app‑hopping. 


Q: How are carbon credits issued?


   

A: From trip/charging data, Electrapilot calculates emissions and tracks AI‑driven reductions in real time, visualizes them on the dashboard, and converts them to carbon credits—monetizing up to 1.62 tCO₂ per vehicle annually while supporting ESG and financial outcomes.


 

Experience the future of EV fleet operations with Electrapilot today.

Request a Technical Demo ›

  ◣  FAQ

Find quick answers to common questions.

Q : Which vehicle models does Electrapilot support?


A: Electrapilot is engineered for compatibility across all EV models in the U.S. Its proprietary IoT hardware supports 6V–12V systems to cover everything from compact sedans to high‑power trucks, trained and validated on 200M+ records from 11 EV models since 2020.

Q: How do you obtain charger availability data?

A: Electrapilot fuses vehicle IoT with live charger‑network data (availability, queues, payment status) and uses a CNN+LSTM prediction engine to compute optimal charge timing and locations per vehicle. Drivers handle nav, live availability, and auto‑pay/start in one app—no app‑hopping.

Q: How are carbon credits issued?

A: From trip/charging data, Electrapilot calculates emissions and tracks AI‑driven reductions in real time, visualizes them on the dashboard, and converts them to carbon credits—monetizing up to 1.62 tCO₂ per vehicle annually while supporting ESG and financial outcomes.

Experience the future of EV fleet operations with Electrapilot today.