Doppelio — Case Study Hero
Case Study · Connected Vehicles

Ensuring Connected Car Platform Scalability

A global auto OEM needed to validate remote climate control, live tracking, and geofencing before launch. Here's how they proved the platform would hold up at a million-vehicle scale, without waiting on physical field tests.

1M
Vehicles Tested
10x
Faster Testing
50%→90%
Lab Coverage
Doppelio — Case Study Video
Watch the Story

See how the platform was proven before a single vehicle shipped

Doppelio Connected Car Platform Scalability Case Study

A walkthrough of how the OEM's connected car platform was virtualized, simulated, and validated at scale.

Doppelio — Case Study Context
The Context

Launching a connected vehicle platform, with no room for inconsistent results

The client, a global auto OEM, was preparing to launch a new connected vehicle platform. Four realities made validation harder than a standard software release.

1

Global fleet scale

A platform built to eventually support vehicles deployed across markets worldwide, not a single pilot fleet.

2

Inconsistent feature testing

Remote climate control, live tracking, and geofence features behaved differently from one test cycle to the next.

3

Unproven scalability

No practical way to confirm how the platform would hold up under real fleet-level load before launch.

4

Cost pressure at scale

Operating costs needed to stay under control as the platform scaled, not just at launch but well beyond it.

Doppelio — Case Study Comparison
The Shift

From strenuous field tests to unlimited virtual scenarios

Before Doppelio
  • −Relied on MQTT simulators paired with strenuous vehicle field tests
  • −Could not test for scale, network conditions, GPS conditions, or command and control scenarios
  • −Test repeatability and consistency fell short of what the platform needed
With Doppelio
  • ✓Virtualizes the cars and simulates driving under a wide range of conditions
  • ✓Runs unlimited scenarios by varying vehicle parameters, user actions, network conditions, and GPS conditions
  • ✓Launched the platform on time, with confidence, and at a lower cost of quality
  • ✓Managed entirely through Doppelio's UI, with no added engineering overhead
Doppelio — Case Study Impact Metrics
Doppelio Impact
1M
Vehicles at Scale
Tested for loads up to one million vehicles, well beyond what physical field tests could reach.
10x
Faster, Broader Coverage
Test speed improved 10x, with lab test coverage climbing from 50% to 90%.
$M
OpEx Saved
Millions saved by simulating different cost scenarios before committing to infrastructure.

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