Ethics Framework

Responsible Use

Last updated: April 2026

Our commitment to safe, ethical, and responsible AI in automotive engineering. Precision is not a goal; it is our baseline.

In this framework

01

Our Philosophy

At CalibraLogic AI, we operate under a single core directive: "Tuning is not magic — it's physics, mathematics, and logic."

  • check_circleWe build tools to enhance the existing skill of a qualified engineer, not to replace their judgment.
  • check_circleWe reject the "black box" approach. Every AI-suggested calibration is traceable back to fundamental engineering principles.
02

AI as an Assistant, Not a Replacement

The final authority on any engine calibration remains with the human operator. Our AI acts as a sophisticated diagnostic and predictive tool.

Mandatory Human-in-the-Loop:

  • All high-impact decisions belong solely to the engineer.
  • Independent verification of AI outputs is required before implementation.
  • Always cross-check AI predictions with physical sensor data and manual calculations.
03

Safety First

Our GuardEngine concept ensures that every calculation stays within theoretical mechanical limits.

We employ a strict S0-S3 safety classification for all tuning parameters, highlighting risk levels dynamically.

Core Guardrails

  • warningImmediate warnings for critical combustion parameters.
  • blockNo "ready to flash" files generated without user oversight.
04

Emission Compliance

gavel Strict Regulatory Notice

CalibraLogic AI is intended for Motorsport and Off-Road use only. Users are strictly responsible for ensuring compliance with local environmental and transport laws.

We do not provide or support "defeat devices." Our DPF/EGR modules are provided from an engineering research perspective only to analyze thermal loads and flow dynamics.

05

Data Responsibility

lock

Encrypted

End-to-end encryption for all uploaded maps and telemetry.

visibility_off

Private

We do not use user queries or proprietary files to train global models.

no_transfer

Secure

We never sell user data or calibration insights to third parties.

06

Accuracy & Limitations

AI is an estimation engine. Actual values may vary based on specific ECU revisions, environmental conditions, and peripheral hardware changes.

analytics Confidence Indicators

All CalibraLogic AI outputs include a "Confidence Score." Scores below 85% must be treated as experimental and require heavy validation.

07

Continuous Improvement

We maintain a relentless focus on model fidelity through:

Regression BenchmarkingWeekly
Model Weight Transparency UpdatesMonthly
08

User Responsibilities

  • 1

    Verify every single parameter change before flashing to a vehicle.

  • 2

    Ensure full compliance with regional and international laws.

  • 3

    Use appropriate safety equipment and dyno-room ventilation.

  • 4

    Report any anomalous AI behavior to our safety engineering team immediately.

09

Contact

Channels

mail ethics@calibralogic.ai

health_and_safety safety@calibralogic.ai

Headquarters

IP Engineering
Dubai, United Arab Emirates