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Automotive & EV

ALEC for connected vehicles — compress BMS telemetry, fleet telematics, and charging data by up to 90%.

BMS data per vehicle
Before
1.5 GB/month
After
150 MB/month
Cellular data cost
Before
$15/vehicle/month
After
$1.50/vehicle/month
Diagnostic resolution
Before
1 min intervals
After
Continuous

Use Cases

Battery Management System (BMS)

EV battery packs generate continuous cell voltage, temperature, and current data. ALEC compresses BMS telemetry by 90% by learning cell-level patterns — stable cells compress to near-zero, anomalous cells get full-fidelity priority transmission.

Sensors
Cell voltagesPack temperatureCurrent drawState of chargeState of health
90% compression

Fleet Telematics

Connected vehicle platforms ingesting GPS, OBD-II, and CAN bus data from thousands of vehicles. ALEC reduces cloud ingestion costs while preserving diagnostic fidelity for warranty analytics and predictive maintenance.

Sensors
GPS trackOBD-II codesFuel/energy consumptionDriving behavior
84% compression

ADAS & Sensor Fusion

Advanced driver assistance systems generate massive telemetry streams. ALEC compresses routine driving data and prioritizes edge cases, near-misses, and calibration drift for cloud analysis.

Sensors
Radar returnsCamera metadataLiDAR summaryIMU data
87% compression

Charging Infrastructure

EV charging stations monitoring power delivery, connector status, and grid impact. Stable charging sessions compress extremely well; fault events get P1 priority.

Sensors
Power deliveryConnector temperatureSession statusGrid frequency
93% compression

V2X Communication

Vehicle-to-everything communication for cooperative driving. Bandwidth-limited V2X channels benefit from ALEC compression for position broadcasts, hazard warnings, and traffic signal timing.

Sensors
Vehicle positionSpeed/headingHazard alertsSignal phase
81% compression

Manufacturing Quality (End-of-Line)

End-of-line testing generates vibration, electrical, and performance signatures for every vehicle. ALEC compresses test data for long-term storage while flagging outliers for immediate quality review.

Sensors
Vibration signatureElectrical testsNVH measurementsAlignment data
88% compression

Quick Integration

use alec::{Encoder, Priority, Context};

fn main() {
    let mut ctx = Context::new();
    let encoder = Encoder::new(&mut ctx);
    
    // Your sensor reading
    let value = 23.5;
    
    // Encode with automatic priority detection
    let message = encoder.encode(value, Priority::Auto);
    
    // Send over your network
    network.send(message.as_bytes());
}
"With 50,000 EVs transmitting BMS data, cellular costs were our biggest connected-car expense. ALEC reduced our per-vehicle data cost from $15/month to under $2/month — saving $7.8M annually while actually improving diagnostic resolution."
Head of Connected Services
EV Platform Engineering, European EV Manufacturer
PDF Technical Brief

Automotive & EV One-Pager

Architecture overview, compression benchmarks, integration guide, and ROI data for automotive & ev deployments.

  • Technical architecture
  • Real-world compression benchmarks
  • ROI calculation methodology

Download Technical Brief (PDF)

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