Automated Remote ECU Diagnostics & Over-The-Air (OTA) Campaign Validation
An automotive OEM deploying Over-The-Air (OTA) software updates to 250,000 connected consumer vehicles across multiple continent regions.
Run on Vahana · Asset Reliability & Fleet
The challenge
Deploying OTA ECU software patches risks bricking vehicle modules or introducing unexpected battery drain if updates fail mid-flashing.
OEM software leads lacked real-time visibility into post-update vehicle health across diverse customer environments.
Failed updates required customer visits to dealership service centers, generating high warranty costs.
How Vahana solves it
Pre-Update Vehicle Readiness Verification
Vahana checks battery voltage, connectivity strength, and vehicle stationary state before authorizing OTA update installation.
Phased Rollout Telemetry Monitoring
Monitors post-update ECU telemetry on a 1% vehicle sample batch, watching for anomalous fault codes or current draws.
Automated Update Hold & Rollback
Instantly halts OTA campaigns and triggers automated ECU rollback if post-update error rates breach target thresholds.
Post-Update Health Certification
Verifies 100% successful flash completion and diagnostic clean state across all connected vehicle modules.
Executive OTA Campaign Cockpit
Displays global map visualizations of update completion percentages and ECU health metrics.
The outcome
- OTA update completion success rate on first attempt
- 0%OTA update completion success rate on first attempt
- dealer service visit expenses for software patch installations
- $0Mdealer service visit expenses for software patch installations
Zero vehicle bricking incidents across 250,000 connected vehicles during major software releases.
99.4% OTA update completion success rate on first attempt.
Eliminated $4.5M in dealer service visit expenses for software patch installations.
Representative scenario: a modelled industry situation showing how this accelerator applies. Figures are projections, not a named client result.
Capabilities used
Every accelerator is assembled from the same capability layer, so a workflow you adopt here shares its foundation with the rest of the portfolio.
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