J.A.R.V.I.S.
JUST A RATHER VERY INTELLIGENT SYSTEM
A comprehensive AI-powered platform for automotive sales, service, and fleet management. Integrating lead generation, vehicle intelligence, and real-time diagnostics.
Core System Pillars
Three integrated components forming the foundation of X.OS v2.1
Lead Generation & Communication Engine
Podium-inspired front-end for capturing, nurturing, and managing customer interactions across all channels.
BUILD PENDINGVehicle Knowledge Base
Central data repository containing static vehicle specifications and dynamic, real-time diagnostic data.
OPERATIONALScan Tool Integration
Data pipeline feeding live vehicle information from Autel Bluetooth diagnostic tools into the knowledge base.
OPERATIONALLead Generation Engine
Multi-channel lead capture and communication system inspired by the best in class
Spider Funnel
Unified inbox ingesting leads from web, SMS, social, phone, Google, and third-party sites.
Enhanced Messaging UX
Modern chat UI with pre-chat info capture and seamless webchat-to-SMS transition.
Visual Lead Pipeline
Kanban-style drag-and-drop board for managing leads through customizable sales stages.
Automated Drip Campaigns
Event-triggered, intelligent follow-up sequences with smart auto-cancellation.
Every channel converges into a single unified inbox. No lead slips through.
Vehicle Knowledge Base
Two-part database combining static manufacturer specs with live diagnostic data
Static Vehicle Database
All manufacturer-provided specifications for every vehicle, populated via API integrations.
api.mercedes-benz.com/vehicle_specifications/v1Full specs, equipment, options, paint/upholstery by VIN
vpic.nhtsa.dot.gov/api/Make, model, year, engine by VIN
CarQueryAPI / Auto-Data.netComprehensive specs for all manufacturers
Dynamic Vehicle Database
Live, vehicle-specific data obtained from diagnostic scans. Provides J.A.R.V.I.S. with real-time health and status.
Diagnostic Trouble Codes with freeze frame data
Temps, pressures, RPMs, voltages in real-time
Maintenance records and service intervals
ECU, TCU, BCM module health reports
Scan Tool Integration
Autel Bluetooth scanner data pipeline — from OBD-II port to J.A.R.V.I.S.
Robust, near-real-time solution without requiring access to Autel's proprietary protocols.
Autel Scan & Export
Technician uses the Autel Bluetooth scanner (MaxiAP200) with the MaxiAP mobile app. After a full system scan, the diagnostic report is exported as a PDF.
PDF Ingestion Service
Cloud-based Python service accepts PDF uploads and uses parsing libraries (PyMuPDF / pdfplumber) to extract VIN, DTCs, vehicle details, and live data snapshots.
Data Processing & Storage
Parsed data is structured into standardized JSON format and written to the Dynamic Vehicle Database, keyed by VIN.
J.A.R.V.I.S. Access
On customer query, J.A.R.V.I.S. queries both the Static and Dynamic databases to provide a complete picture of vehicle history and current health.
Implementation Checklist
Components required to bring X.OS v2.1 J.A.R.V.I.S. to full operational status
Lead Generation Front-End
All features from the refinement spec
Static Vehicle Database
NHTSA VIN decoder integrated, Mercedes API identified
Dynamic Vehicle Database
Store scan tool data keyed by VIN
PDF Ingestion Service
Autel PDF parser with drag-and-drop upload
J.A.R.V.I.S. Core AI
Gemini 2.5 Flash brain with MiniMax TTS voice output
Brand Assets
Logo and favicon integrated into all components