AI-POWERED FAMILY INTELLIGENCE

Smart Enough to Know Before You Do.

Your car generates thousands of data points every trip. Our AI watches for patterns you'd never catch — from a battery slowly dying to a teen gradually driving faster. It tells you what matters, when it matters.

Predictive Maintenance

The AI watches trends in your vehicle's sensor data over time. Not just snapshots — actual patterns. Battery voltage dropping 0.1V per week? It flags it six weeks before you're stranded in a parking lot. Coolant temperature creeping up by a degree every few days? You get a heads-up before a $3,000 head gasket repair becomes your Friday surprise.

It does this by running your vehicle's data through machine learning models that know what "normal decline" looks like versus "this is going to fail."

  • IsolationForest anomaly detection on sensor telemetry
  • GradientBoosting classifier for fault prediction within 14 days
  • ARIMA battery voltage forecasting
  • Holt-Winters coolant temperature trend analysis
$ frontrac ai predict --battery

Battery Voltage Trend Analysis
────────────────────────────────
Current: 12.3V
21 days ago: 12.6V
Decline rate: -0.014V/day

Projected: below 11.8V in ~42 days

Action: Schedule battery test
within 2 weeks.
Est. cost: $120 - $180

Fault Analysis in Plain English

When a DTC code triggers, the AI doesn't just give you the code name. You can Google that yourself. What it actually does is analyze the code in context of YOUR vehicle's recent data — coolant temps, RPM patterns, recent maintenance history — and gives you a real diagnosis in plain English.

Think of it as a second opinion before you even walk into the shop. The kind of opinion that could save you from replacing a $1,800 catalytic converter when the real problem is a $200 sensor.

$ frontrac ai diagnose P0420

Code P0420 on 2019 Honda CR-V

O2 sensor response delayed
(avg 340ms vs normal 120ms).

Most likely: upstream O2 sensor
Cost: $150 - $300

NOT catalytic converter
(would be $1,200 - $2,200).

Recommend: O2 sensor inspection
first. Get a second opinion if a shop
quotes the catalytic converter.

Driving Behavior Intelligence

The AI doesn't just record driving events — it analyzes patterns across your entire family over time. If your teen's average speed is creeping up week over week, or if harsh braking events are becoming more frequent, the AI catches the trend before it becomes an incident.

It identifies high-risk corridors where harsh braking happens most, flags gradual behavioral changes that are easy to miss day-to-day, and generates coaching recommendations specific to each driver.

You don't have to watch dashboards every day. The AI watches for you and tells you when something actually needs your attention.

$ frontrac ai driver --profile alex

Driver Behavior Analysis
────────────────────────────────
Driver: Alex (age 17)

Trend (30 days):
Avg speed: up 8%
Harsh braking: 3/wk → 7/wk

High-risk corridor:
FM 1015, mile 3-5
(4 harsh brake events this month)

Recommendation: Discuss speed
awareness on rural roads. Consider
setting a 55 mph speed alert for
this route.

Vehicle Health Score

A single number from 0 to 100, updated daily, that tells you how your car is doing. It factors in all sensor data, whether you're current on maintenance, any active or recent trouble codes, and trend analysis from the predictive models.

No dashboards full of graphs you need an engineering degree to interpret. Just a score and a color.

  • Green (80-100) — Healthy. Drive with confidence.
  • Orange (60-79) — Attention needed. Something is trending the wrong direction.
  • Red (below 60) — Service soon. Don't ignore this one.

Clear, simple, no guessing.

$ frontrac health

Vehicle Health Score
────────────────────────────────

      87 / 100

Status: HEALTHY

Engine: 92  |  Battery: 74
Emissions: 89  |  Cooling: 91

1 item needs attention:
Battery voltage trending down.
See frontrac ai predict --battery
for details.

Repair Cost Estimates

The AI gives you fair market price ranges for any repair based on three things: the specific DTC code, your vehicle's year/make/model, and your region. Parts prices vary. Labor rates vary. A brake job in Manhattan costs different than a brake job in Memphis.

You walk into the shop knowing what it should cost. Not what the shop wants to charge. Not what some forum post from 2014 says. What it actually costs right now for your specific car in your area.

No more Googling "how much does a P0300 repair cost" and getting answers ranging from $50 to $5,000.

$ frontrac ai estimate P0300

Repair Cost Estimate
────────────────────────────────
Code: P0300 (Random Misfire)
Vehicle: 2021 Toyota Camry
Region: Southeast US

Most common cause:
Spark plug replacement
Parts: $40 - $80
Labor: $60 - $120
Total: $100 - $200

Less common cause:
Ignition coil replacement
Parts: $50 - $150
Labor: $80 - $160
Total: $130 - $310

Natural Language Chat

Ask the AI anything about your car or your family's driving. In English or Spanish. Not through menus or dropdowns — just type what you want to know like you're texting a friend who happens to be a mechanic and a driving instructor.

"Is it safe to drive to work tomorrow?"

"Why is my check engine light on?"

"How's my son driving this week?"

The answers come from your actual vehicle data and driving records, not generic internet articles. If your teen had 7 harsh braking events last week, the AI knows that. If your coolant has been running hot for three days, it factors that in. Streaming responses, so you see the answer building in real time.

You: How's my son driving this
week? And is my car OK to drive
to Houston tomorrow?

Frontrac AI:

Alex's driving this week:
Safety score: 74 (down from 81).
3 harsh braking events, 1 speed
alert (62 in a 55 zone on FM 1015).
Worth a conversation.

Your CR-V for Houston:
Health score: 87. No active codes.
Oil life at 42%. Tires and battery
all normal. You're good to go.
Estimated fuel: ~$35-$45 round trip.

Monthly Family Report

Once a month, the AI generates a PDF report that covers your entire family. Not a data dump — an actual readable report written in plain language. It covers:

  • Vehicle health trends for every car on your account
  • Driving safety scores across the family — who improved, who needs coaching
  • Upcoming maintenance predictions and timelines
  • Cost forecasts for expected repairs

Available in English and Spanish. Gets emailed to you automatically at the start of each month, or you can download it anytime from the app.

It's the kind of thing you can hand to your mechanic and say "this is what my car has been doing." Or sit down with your teen and say "here's how your driving looked this month."

Monthly Family Report
March 2026 | Gonzalez Family
────────────────────────────────

Vehicles:
2019 Honda CR-V: 87 (up from 82)
2022 Toyota Corolla: 94 (stable)

Driving Scores:
Maria: 92 (excellent)
Alex: 71 (needs coaching)

Upcoming:
CR-V oil change due in ~1,200 mi
CR-V battery test by Apr 15
Corolla tire rotation at 38,000 mi

Forecast:
Est. maintenance costs: $180-$280
next 60 days

What You Get at Each Level

Every plan includes basic diagnostics and tracking. The AI features scale up with the Proteccion and Inteligente tiers.

AI Feature Esencial $7.99/mo Proteccion $12.99/mo Inteligente $19.99/mo
DTC code lookup (plain English) Yes Yes Yes
Basic alerts (geofence, speed, ignition) Yes Yes Yes
Driver safety scores Yes Yes Yes
Vehicle health score Yes Yes
Repair cost estimates Yes Yes
Monthly family report (PDF) Yes Yes
Predictive maintenance Yes
Fault analysis (contextual diagnosis) Yes
Driving behavior intelligence (trend analysis) Yes
Natural language chat (English + Spanish) Yes
Custom reports Yes

All tiers include GPS tracking, trip history, geofencing, and driver safety scoring. AI features are additive.

The AI doesn't sleep.
It watches your car's data so you don't have to.

Predictive maintenance, driving behavior analysis, plain-English diagnostics, and repair cost estimates — all from the data your car is already generating.

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