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VehicleLab — Solutions

ECU calibration software for OEM and Tier-1 teams.

Measure, understand, calibrate, verify and release — seven tools, one set of files.

Explore how VehicleLab instruments integrate seamlessly across the entire vehicle engineering lifecycle: powertrain dyno calibration, HiL test bench automation, proving ground logging, and private OEM AI labs.

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In pilot with Tier-1 powertrain teams

Programmelifecycle.map
  1. 01MeasureMDXXHandbook
  2. 02CalibrateCIE ProHexx
  3. 03ReleaseHELIXDiagAI
  4. 04AutomateOrbis
One dataset from dyno to release
Powertrain
ICE, Hybrid, BEV Inverter & Battery Calibration
Validation
HiL Automated Regression & Bus Stress Testing
Fleet Intelligence
Automated MDF4 Fleet Diagnostics & Logging
Security
On-Premise Private AI Diagnostic Deployment

Capabilities

Tier 1 automotive calibration tools for every step.

  1. I1

    Dyno & Powertrain Calibration

    Seamless closed loop: record raw MDF4 in MDX, train response surfaces in CIE Pro, and flash updated maps with Hexx.

  2. I2

    Hardware-in-the-Loop Automation

    Execute repeatable automated regression sweeps over MCP with sub-second parameter verification and logging.

  3. I3

    Fleet Telemetry & Quality Engineering

    Aggregate and query fleet bus logs to identify rare intermittent faults and thermal degradation patterns before release.

  4. I4

    Private OEM Diagnostic Lab

    Deploy air-gapped DiagAI nodes trained on proprietary internal service bulletins and historical warranty databases.

CLOSED-LOOP AUTOMOTIVE LIFECYCLE DEPLOYMENT

From the test cell to the proving ground to the private OEM AI lab.

The 4-Quadrant OEM Engineering Lifecycle

VehicleLab connects every stage of vehicle development into a continuous, verifiable data pipeline:

PHASE 01 / TEST BENCH

Dyno Cell & Powertrain Test

Log high-speed crankshaft and pressure channels with MDX, fit Physics-Informed Neural Networks (PINNs) in CIE Pro, and cut iterative dyno fuel/spark sweeps by 30–50%.

PHASE 02 / SIMULATION

Hardware-in-the-Loop (HiL)

Automate regression test suites against virtual ECU targets via MCP. Execute overnight calibration sweeps with automated conflict checking in HELIX.

PHASE 03 / VALIDATION

Proving Ground & Fleet

Deploy ruggedized, air-gapped field workstations for cold-weather and high-altitude vehicle testing. Synchronize MDF4 telemetry with high-accuracy GPS routes.

PHASE 04 / SOVEREIGN AI

Private OEM Diagnostic Lab

Deploy DiagAI nodes inside your private air-gapped data center, trained exclusively on proprietary service bulletins and historical fleet warranty data with zero data egress.

Workflow

From input to decision.

  1. 01

    Measure (MDX)

    Capture high-frequency multi-bus CAN/LIN/MDF4 data during track or dyno sweeps.

  2. 02

    Calibrate (CIE Pro / Hexx)

    Fit physics-informed models, identify Pareto optima, and tweak hex calibration maps.

  3. 03

    Release (HELIX / DiagAI)

    Validate datasets through automated release gates and verify ECU diagnostics before sign-off.

Why it exists

A continuous, unified engineering trajectory.

Rather than juggling disconnected tools from multiple vendors with incompatible file formats, VehicleLab provides a continuous, cohesive workflow that keeps engineering data flowing cleanly from initial concept to vehicle production.

Next step

Map the suite onto your programme.

Bring us your bench, your file formats, and your release gates — we will show you which instruments carry the load and where they hand off.

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By task

The jobs these instruments are bought for.

Go deeper

Guides and comparisons.

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