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2022 Toyota RAV4 Hybrid XLE

"Alex's SUV" • VIN: 089247

Alex Rivera • Austin, TX (South Congress neighborhood) • Owned since May 2022
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Current Mileage
42,587miles

Vehicle age: 35 months

Last Service
Mar 10, 2025

Oil Change & Tire Rotation (41,245 miles)

Health Score
92

Battery health: 95% of original capacity

Fuel Economy
41.2MPG (last 30 days)

Lifetime average: 39.4 MPG

Upcoming Maintenance
4 services due soon
Based on manufacturer recommendations and your driving patterns

Oil Change

Regular maintenance service

Due soon

Based on your current mileage:

Due in 3,500 miles(estimated 6 weeks)

Tire Rotation

Regular maintenance service

Due soon

Based on your current mileage:

Due in 3,500 miles(estimated 6 weeks)

Rear Brake Pads

Monitor condition

Monitor

Based on wear analysis:

Approximately 7,000 miles remaining(estimated 12 weeks)

Wiper Blade Replacement

Recommended service

Recommended

Based on performance:

Current performance: 62%(replace before rainy season)
Maintenance History
Recent services and maintenance records

Oil Change & Tire Rotation

Cabin & Engine Air Filters replaced

Mar 10, 202541,245 miles
$120.00Toyota of Austin

40K Mile Service

Comprehensive service package

Feb 20, 202540,000 miles
$375.50Toyota of Austin

Brake Fluid Flush

Regular maintenance service

Jan 15, 202539,120 miles
$110.00LoneStar Auto Care
Vehicle Usage Patterns
Analysis of your vehicle's usage and driving style

Regular Routes

Home to Office12.7 miles
Home to Barton Creek Square8.3 miles
Home to Parents' (San Antonio)82 miles
Weekend Trips to Hill Country140-180 miles

Driving Style Metrics

Safety Score87/100
Efficiency Score92/100
Acceleration ProfileModerate, smooth
Braking HabitsGradual, anticipatory
Registration & Inspections
Vehicle registration and inspection status

Registration Status

Valid through August 15, 2025
Texas DMV

Annual Fee

$88.25

Renewal Method

Online (auto-renewal)

Inspection Status

Last inspection: August 1, 2024
Passed
Next due dateJuly/August 2025
Emissions testing35% below threshold
Reminder set forJune 15, 2025

Vehicle qualifies for "clean vehicle" registration discount in 2026

Based on emissions performance and hybrid status

AI Insights
Intelligent recommendations based on MCP contextual data
Route Analysis

Your new route to work includes 4 additional traffic signals causing a 7% decrease in city driving efficiency over the past 14 days.

Analysis period: 14 days
Summer Prep

Your A/C system is showing a 5% efficiency decrease compared to last summer. Consider evaluation before peak temperatures.

Ideal timing: Before Memorial Day trip
Tire Alert

Your right rear tire is 2 PSI below optimal pressure based on recent TPMS readings, affecting fuel economy.

Optimize for summer conditions
Vehicle Economics
Financial overview of your vehicle

Monthly Costs

Payment$485
Fuel$118
Insurance$104
Maintenance$64
Total Monthly$771

Vehicle Value

Current Market Value$28,700
Loan Balance$18,450
Equity Position$10,250

Upcoming Expenses

45K Service (est.)$350-450
Insurance RenewalDue in 67 days

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About the Shovels Framework

This demo showcases a vehicle tracking and management system powered by the Shovels Framework. The Shovels Framework enables rich contextual data exchange between various systems providing vehicle telemetry, maintenance history, location intelligence, financial management, and marketplace analysis.

Vehicle Telemetry

Processes 280+ real-time data points from vehicle's onboard systems and tracks 42 performance metrics

Maintenance History

Tracks 84 vehicle component lifespans with predictive replacement models

Location Intelligence

Analyzes traffic patterns across 842 commonly traveled routes

Financial Management

Calculates total cost of ownership using 74 variable factors

Marketplace Analysis

Tracks market trends across 28 vehicle categories in local and national markets