Automotive Industry

Manufacturing monitoring, dealer networks, and service operations

Your AI Infrastructure for Automotive Operations

Eldric connects manufacturing floor to dealer network with a unified AI platform. Train models on your technical documentation, deploy across service departments, and monitor production in real-time.

Key advantage: Fine-tune once on service manuals and TSBs, deploy the same knowledge across 200+ dealers.

Train Once, Deploy Everywhere

Create a model trained on service manuals and parts catalogs - every dealer technician gets instant access to the same expertise.

Complete Data Sovereignty

Manufacturing data, warranty information, and dealer communications stay on your infrastructure. Full control over sensitive operations data.

Manufacturing & Operations Capabilities

Enterprise Ready

Manufacturing Floor Monitoring

Connect to PLCs, robots, and sensors via OPC-UA or Modbus. Read temperatures, pressures, cycle times, counts. Store time-series data. Query: "What was line 3's OEE yesterday?" Real-time dashboards and historical analysis.

Components: Enterprise IIoT Worker (OPC-UA, Modbus), Data Worker (historian)

Enterprise Ready

Dealer Network Communication

Distribute bulletins, recalls, policy updates via Email/Teams. Dealers query: "What's the warranty policy for 2024 transmission repairs?" RAG retrieves from policy documents with instant answers.

Components: Comm Worker, Data Worker (RAG), Agent Worker

Enterprise Ready

Technical Documentation Search

Ingest service manuals, TSBs, parts catalogs. Technicians query: "What's the torque spec for the front suspension bolts on a 2023 Model X?" Returns relevant page with citation instantly.

Components: Data Worker (RAG), Agent Worker

Enterprise Ready

Service Appointment Management

Send appointment reminders via SMS/WhatsApp. Handle rescheduling requests. Provide service status updates to customers. Automated follow-ups and satisfaction surveys.

Components: Comm Worker (SMS, WhatsApp, Email)

Enterprise Ready

Predictive Maintenance Monitoring

Monitor sensor trends and alert when values approach thresholds. Pattern recognition across production lines. Early warning system for equipment issues based on historical data analysis.

Components: IIoT Worker, Agent Worker, Data Worker (analytics)

Enterprise Ready

Quality Data Analysis

Query quality inspection data from your systems. Generate reports on defect rates. Track trends across production runs and correlate with process parameters.

Components: Data Worker (SQL), Agent Worker

Use Case 1: Manufacturing Line Monitoring

Production Equipment Welding Robot OPC-UA Node Paint Booth Modbus TCP Assembly Station Sparkplug B IIoT Worker Protocol adapters Data normalization Threshold alerts Data Worker Time-series storage SQL queries Historical trends Dashboard Real-time metrics Agent Query "Line 3 cycle time?" Alerts Proactive notifications Data collected: Cycle times, temperatures, pressures, counts, energy usage, alarms - all stored for trend analysis and AI-powered insights.

Sample Queries

  • "What was the average cycle time for welding station 5 last week?"
  • "Show me all temperature alerts from the paint booth in the last 24 hours"
  • "Compare OEE for lines 1, 2, and 3 this month vs last month"

Use Case 2: Dealer Network Support

OEM HQ Policies, TSBs Recalls, Bulletins Eldric Cluster Data Worker: RAG storage Comm Worker: Email/Teams Agent Worker: Q&A Dealer A Queries via Teams Dealer B Queries via Email Dealer C Queries via Portal 200+ dealers Same trained model

Sample Use

  • Dealer asks: "What's the labor time for replacing the water pump on a 2024 sedan?"
  • RAG retrieves from flat rate manual with citation: "2.3 hours per TSB #2024-037"
  • HQ distributes recall notice to all dealers via automated Comm Worker blast

Technical Integration

Use Case Components Integration
Manufacturing IIoT IIoT Worker, Data Worker OPC-UA server addresses, Modbus device IDs
Dealer Communication Comm Worker, Data Worker Email server, Teams tenant, dealer contact list
Documentation Search Data Worker (RAG), Agent Worker Ingest service manuals, TSBs, parts catalogs
Service Scheduling Comm Worker SMS gateway, customer database

Model Reusability Across Operations

Train a model on your service documentation once - deploy it to every dealer location. When you update TSBs or warranty policies, the knowledge propagates automatically across your entire network.

  • Manufacturing: Same model answers questions from production engineers and quality teams
  • Dealer Network: 200+ dealers access consistent, up-to-date technical information
  • Customer Service: Service advisors get instant answers to customer questions

Connect Your Automotive Operations

Manufacturing, dealer, or service operations - let's discuss your deployment.

Contact Sales