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Electrapilot’s core engine: an integrated AI · IoT · Cloud platform


 

From real‑time monitoring and optimal charger matching to anomaly alerts and coordinated delivery routing—transforming EV logistics operations.


◣ Technology

Electrapilot’s core engine: an integrated AI · IoT · Cloud platform

From real‑time monitoring and optimal charger matching to anomaly alerts and coordinated delivery routing—transforming EV logistics operations. 

◣ Platform Overview

One platform—Electrapilot EV FMS (Fleet Management System) key features 

Four core capabilities purpose‑built to optimize electric cargo fleet operations. 

Real‑time monitoring/dispatch

Collects and visualizes vehicle locations and statuses every 5 seconds for live oversight—see operations at a glance and respond instantly to incidents.

Optimal charger matching

Recommends the best station by combining charge rate, availability, and vehicle schedules—cutting queues and boosting utilization.

Anomaly alerts

AI detects battery anomalies, charge delays, and irregular driving patterns in real time—early alerts extend vehicle life and lower maintenance costs.

Coordinated delivery routing

Automates inter‑vehicle handoffs and re‑dispatch so you deliver more with the same fleet—maximizing multi‑vehicle efficiency to save time and cost.

◣ Core Capabilities

01

Deep‑learning–based AI prediction engine

▸ CNN ❘ Convolutional Neural Network

Automatically extracts five external factors—temperature, humidity, road conditions, elevation, regenerative braking—to model battery consumption.

▸ LSTM ❘ Long Short‑Term Memory network

Learns driving patterns and energy use over time to predict “when and how much to charge.

02

IoT data collection & integration

▸ Proprietary IoT device streams vehicle data in real time (supports +7–+36 V systems).

▸ Unified cloud + mobile/web experience for driver app and operations dashboard.

03

Charging orchestration engine

▸ Fuses station availability, vehicle schedules, and traffic into a weighted scheduler that minimizes queues and detours.

04

Agent-Level AI 

▸ An AI agent per vehicle perceives context and executes optimal charging/driving decisions autonomously.

▸ Beyond “reporting”—Electrapilot shifts fleets to active operations.

05

Carbon tracking & crediting engine

▸ Automatically quantifies reductions, visualizes impact, and converts to carbon credits—supporting ESG and monetization. 

◣ Security & Compliance

Security & compliance



WCAG 2.1 AA, HTTPS, GDPR/CCPA ready.



CSP, consent management (CMP), end‑to‑end encryption. 


Protects vehicle data and user privacy end‑to‑end.


 

Curious about Electrapilot’s technology?Request a demo now. 

Request a Demo ›

 ◣  Platform Overview

One platform—Electrapilot EV FMS (Fleet Management System) key features

Four core capabilities purpose‑built to optimize electric cargo fleet operations.


▪  Real‑time monitoring/dispatch
Collects and visualizes vehicle locations and statuses every 5 seconds for live oversight—see operations at a glance and respond instantly to incidents.


▪  Optimal charger matching  
Recommends the best station by combining charge rate, availability, and vehicle schedules—cutting queues and boosting utilization.


▪  Anomaly alerts
AI detects battery anomalies, charge delays, and irregular driving patterns in real time—early alerts extend vehicle life and lower maintenance costs.


▪  Coordinated delivery routing
Automates inter‑vehicle handoffs and re‑dispatch so you deliver more with the same fleet—maximizing multi‑vehicle efficiency to save time and cost.

  ◣  Core Capabilities

01 

Deep‑learning–based AI prediction engine

▸ CNN  ❘  Convolutional Neural Network

Automatically extracts five external factors—temperature, humidity, road conditions, elevation, regenerative braking—to model battery consumption.

▸ LSTM  ❘  Long Short‑Term Memory network

Learns driving patterns and energy use over time to predict “when and how much to charge.

02 

IoT data collection & integration

▸ Proprietary IoT device streams vehicle data in real time (supports +7–+36 V systems).

▸ Unified cloud + mobile/web experience for driver app and operations dashboard.

03

Charging orchestration engine

▸ Fuses station availability, vehicle schedules, and traffic into a weighted scheduler that minimizes queues and detours.

04

Agent-Level AI

▸ An AI agent per vehicle perceives context and executes optimal charging/driving decisions autonomously.

▸ Beyond “reporting”—Electrapilot shifts fleets to active operations.

05 

Carbon tracking & crediting engine

▸ Automatically quantifies reductions, visualizes impact, and converts to carbon credits—supporting ESG and monetization.

  ◣  Security & Compliance

Security & compliance


WCAG 2.1 AA, HTTPS, GDPR/CCPA ready.


CSP, consent management (CMP),

end‑to‑end encryption. 


Protects vehicle data and user privacy end‑to‑end.

 

Curious about Electrapilot’s technology?

Request a demo now.

    

Request a Demo