PREDICTIVE MAINTENANCE
FOR VEHICLE FLEETS

Raste works like a digital vehicle expert that monitors vehicle performance on every drive and flags impending failures before they become expensive repair, downtime, and customer dissatisfaction.

Why Use Raste?

Fleet operators lose thousands of dollars in profit because of vehicle breakdowns that could have been prevented with predictive maintenance. Modern vehicles already generate the data needed to spot early warning signs, but most fleets don't read or understand it in time. If fleet owners could both listen to and understand this data, they would know what maintenance their vehicles actually need, instead of overspending on scheduled maintenance that is not backed by data or engineering, and later paying even more for expensive repairs.

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Costly Repairs

Undetected wear leads to catastrophic failures. A single engine or transmission breakdown can cost $5,000–$15,000 — and it was preventable.

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Unplanned Downtime

Every vehicle sitting in a shop is a vehicle not generating revenue. Fleets lose an average of $760 per vehicle per day of unplanned downtime.

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Customer Dissatisfaction

Breakdowns delay deliveries, cancel service appointments, and erode trust. Your customers don't see you facing a sudden breakdown. They see missed commitments or worse, poor quality of service.

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Untapped Vehicle Data

Your vehicles broadcast telemetry data multiple times every second. Rich data from over a dozen sensors in EVERY vehicle. Without Raste, all of that intelligence goes to waste.

Raste changes this

  • By analyzing daily vehicle behavior and driving patterns with our proprietary, real engineering-based prediction models, Raste predicts failures before they happen.
  • Turning reactive repairs into planned maintenance. If you could predict maintenance, the following can happen:
  1. Catch misfires early to avoid catalytic-converter damage. That's a $300 fix instead of $1,500 if left unattended.
  2. Replace transmission fluid early to avoid transmission failure. That's about $220 instead of $5,000 for a rebuild or replacement.
  3. Detect coolant problems early to avoid overheating and head-gasket failure. That's about $155 instead of $2,800 for head-gasket repair.

Complete Fleet Visibility

Monitor driver behavior, vehicle health, and operational risk across your entire fleet — from a single dashboard.

Vehicle Health

Vehicle Health

Track critical health indicators across every vehicle in your fleet. Get proactive alerts before minor issues become costly breakdowns and unplanned downtime.

Cost & Risk Intelligence

Cost & Risk Intelligence

Understand how driving patterns affect maintenance costs and vehicle depreciation. Make data-driven decisions to lower fleet operating expenses. And maximize asset value.

Driving Behavior

Driving Behavior

How the vehicle is driven impacts the cost of maintenance more than you think. Raste not only looks at the mechanical and electrical systems in the vehicle, but also predicts maintenance based on how it is driven.

What Raste Does

Raste works like a digital vehicle expert that monitors performance on every drive and flags problems early using its proprietary maintenance prediction models.

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Think of Raste as your fleet's personal digital mechanic. It examines every vehicle's performance during every drive.

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Gives crystal clear next steps which optimizes both cost and downtime.

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Gives maintenance prediction weeks or months in advance to help fleet managers plan repairs based on real data and analysis.

Fleet of vehicles from above

How Raste Works

Raste data pipeline: Vehicles to Raw Data to Engineering Models to AI Interpretation Layer to Fleet Manager

Fitness Watch Analogy

Fitness Watch tracks 6 health metrics Vehicle monitors over 15 sensors

Vehicles generally have over 15 sensors monitoring the health of every system multiple times every second.

4-5x More Data. Higher Accuracy!
Raste vehicle health dashboard on phone

How Raste Works

  • Collects vehicle telemetry data during normal driving — no workflow disruption for your drivers.
  • Converts raw sensor data into health signals for key vehicle systems.
  • Detects patterns linked to future failures using advanced engineering models.
  • Implements LLM, which looks at complex data and converts it into a language understandable by everyday driver and fleet operator.

Deploy Across Your Fleet in Minutes

1

Equip Your Fleet

Plug a standard OBD-II adapter into each vehicle and install the Raste app on your drivers' phones. Setup takes under a minute per vehicle.

2

Drivers Just Drive

Raste runs in the background capturing vehicle data automatically with zero driver distraction. Hands-free Auto Mode handles everything.

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Fleet-Wide Insights

Access driver scores, vehicle health reports, and maintenance risk across your entire fleet from a centralized management dashboard.

In the Field & At the Office

Driver captures data on the go. Raste analyzes it. Fleet managers take informed decisions.

Raste Driver App

Driver App

Your drivers connect, log, and review their own trips. Hands-free Auto Mode means zero workflow disruption. Works with any OBD-II compatible vehicle.

Driver-Facing
Raste Fleet Dashboard

Fleet Dashboard

Full fleet management console. Browse all users, vehicles, and drives. Analyze any drive remotely. Monitor fleet health from a single screen.

Manager-Facing

Ready to Save on Maintenance?

Contact Us

Built by engineers for engineers and non-engineers alike.

Ashish Ranjan

Ashish Ranjan

Founder of Raste

Ex-ISRO Ex-DAE Ex-Lucid
More Information →