What is eDatX?
The eDatX data aggregation platform is designed for eSync data pipeline or similar eSync-compliant bi-directional data pipelines from OEM’s, fully leveraging its server-client-agent architecture, designed to aggregate vehicle data from eSync Agents to Client, then to the eSync Server.
The eSync data pipeline provides data transmission over MQTT(upto 128KB Packet Size), Secure TLS 1.2 Communication Channel, Device Authentication, and Scalable Architecture for eDatX to inherently leverage eSync architecture.
The eDatX from Excelfore ingests and aggregates vehicle data from target ECU’s through eSync Agent to provide a managed and accessible body of data to the eSync Server through in-vehicle processing (eDatX Service). eDatX allows OTA-updatable rules/policy-based data retention and granularity adjustments to provide a comprehensive toolset to gather the right data, in the right amounts, from any number of vehicles.
In the cloud, the eDatX Data Platform receives managed in-vehicle data from eSync Client via MQTT and stores data in the eDatX Data Lake.
Edge AI Anomaly Detection
Smarter data collection at the edge
eDatX can work with Edge AI to identify unusual vehicle data patterns directly inside the vehicle. Instead of continuously sending large volumes of data to the cloud, AI helps determine which events require closer attention.
When an anomaly is detected, eDatX can trigger more detailed data collection and upload the relevant information for further cloud analysis.
On-device anomaly detection
Intelligent, event-based data collection
Reduced unnecessary data transfer
More relevant data for cloud analytics