echo
AI-powered call recording and text conversation analysis for automotive service centers. Ingests audio and text from any source, transcribes, analyzes sentiment, and delivers results via API and webhooks.
System Specs
Processing Time
1-3 minutes average per call recording
Variable based on audio duration and queue depth
Sentiment Scoring
0-100 scale
Higher = more positive interaction
AI Models
Gemini 2.5 Flash (transcription)
Claude 3.5 Sonnet for analysis
Current Features
Built to serve as a single integration point for communication analytics across Vehlo products.
Call Recording Analysis
Full transcription with speaker diarization
Sentiment scoring (0-100)
Keyword extraction
AI-generated summary
ROI metrics and phone coaching scores
Text Conversation Processing
SMS and chat analysis
One-shot or incremental mode
Auto-close on inactivity (1hr default)
Structured conversation parsing
Sentiment and summary extraction
Multi-Integrator Support
Multiple third-party integrations
Separate API keys per integrator
Webhook configuration per integration
Independent processing queues
Master Account Linking
Cross-reference external account IDs
Link data to Vehlo master accounts
Unified reporting across integrators
Location-level granularity
Web Dashboard
View all recordings and transcripts
Sentiment analytics
Token usage tracking
Integration management UI
AI Usage Tracking
Real-time cost tracking
Optimized financial queries
Track by integration/account/location
Token usage analytics
Processing Flow
Call Recording
POST recording metadata and MP3 URL
Status: pending → download audio file
Status: processing → transcribe via Gemini 2.5 Flash
Status: transcribed → analyze with Claude 3.5 Sonnet
Status: completed → store results
POST webhook to integrator with full analysis
Text Conversation
POST conversation (one-shot or incremental)
Parse and structure messages
Track inactivity (auto-close after 1hr default)
Status: completed on close → analyze with AI
POST webhook with sentiment, summary, and ROI
API Documentation
Example Request
POST /api/v1/recordings
Headers: X-API-Key: {your_key}
{
"recording_url": "https://cdn.example.com/call.mp3",
"external_account_id": "shop_123",
"external_location_id": "north_location",
"tracking_number": "15555551234",
"duration": 180
}
Tech Stack
Laravel 12
MySQL
OpenRouter AI
Bootstrap 5
Alpine.js
Chart.js
Integration Requirements
Authentication
All API requests require an X-API-Key header. Contact your administrator to receive an API key and integrator configuration.
Webhooks
Configure a webhook URL to receive analysis results. Webhooks are POST requests containing the complete analysis payload.
© 2026 echo. Internal tool for Vehlo products.