🚗 AI Vehicle Efficiency Agent

Powered by Beacon Protocol, DIMO, and FLock

Model Status: ✅ Model loaded with telemetry adapter

A pit crew in your pocket! Connect your DIMO vehicle telemetry via Beacon to analyze fuel efficiency, driving patterns, and get AI-powered recommendations.

Sample data pre-loaded - Replace with your own telemetry files or analyze the provided examples!
current-telemetry .json 5.7 KB ⇣
10 500

Enable fine-tuned adapter for better telemetry-specific analysis

About

This analyzer processes vehicle telemetry data (input in metric units) and displays all results in imperial units (US). The AI model provides personalized recommendations based on your specific driving patterns, including throttle control analysis.

Quick Start: Sample data is pre-loaded - click any analyze button to see it in action!

Efficiency Ratings (MPG):

  • 🌟 Excellent: ≥ 32 MPG
  • ✅ Good: 25-31 MPG
  • ⚠️ Fair: 20-24 MPG
  • ❌ Poor: < 20 MPG

Throttle Control Impact:

  • Each 10% increase in average throttle can reduce MPG by 5-10%
  • Smooth throttle transitions (variation <20%) improve efficiency
  • Anticipatory driving maintains steady throttle (20-40% range)

Note: Input data remains in metric format (km, liters) as provided by vehicle sensors. All analysis outputs are automatically converted to imperial units (miles, gallons, MPG). Throttle percentages remain the same in both unit systems.