Ethical, Responsible & Sovereign AI

Our Commitment to Ethical Artificial Intelligence

At Stern Tech, we design and deploy behavioral artificial intelligence solutions with a clear conviction:
AI must serve human decision-making, respect fundamental rights, and remain under human control. Our approach to AI is grounded in:

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These principles guide every stage of our product design, deployment, and governance.

1. Responsible Use of Artificial Intelligence

1.1 Decision-Support Only

All Stern Tech solutions are designed exclusively as decision-support systems.

  • Our technologies provide probabilistic, informational, and contextual insights.
  • They do not perform autonomous or automated decision-making.
  • They do not replace human judgment, expertise, or responsibility.

Final decisions always remain under human authority, in accordance with applicable laws and ethical standards.

1.2 Human Oversight by Design

Human oversight is not an afterthought — it is embedded by design in all our solutions.

  • Outputs are interpretable and reviewable by users.
  • Users can override, contextualize, or disregard system outputs at any time.
  • No irreversible or binding decision is generated by our systems.

This approach aligns with the requirements of the EU Artificial Intelligence Act and international best practices for high-risk AI systems.

1.3 Fairness, Bias Awareness, and Scientific Integrity

We actively work to identify, measure, and mitigate risks related to bias and misuse.

  • Our models are developed under strict dataset governance principles.
  • Performance and limitations are continuously monitored.
  • Residual risks are transparently acknowledged: no AI system can guarantee the complete absence of bias or error.

Our role is to provide reliable decision-support tools, not to dictate outcomes.

2. Technological Sovereignty and Strategic Independence

2.1 A Fully Sovereign AI Technology

Stern Tech is a fully independent French company, wholly owned by French shareholders.

  • We are not controlled by any foreign group or technology conglomerate.
  • We retain full strategic, technological, and operational autonomy.
  • Our solutions can be deployed on sovereign infrastructures, including:
    • cloud environments,
    • private clouds,
    • on-premise deployments,
      depending on client requirements.

While our services may be hosted on platforms such as Microsoft Azure within the European Union, our core technology is not dependent on any cloud provider APIs.

2.2 Full Ownership of Our Technology Stack

Stern Tech is the exclusive owner of its software, algorithms, models, and core technologies.

  • We do not rely on proprietary third-party AI APIs.
  • When open-source components are used, they are:
    • carefully selected,
    • internally modified or extended,
    • integrated in full compliance with Apache 2.0 and MIT licenses.

This ensures:

  • long-term technological independence,
  • auditability,
  • and full control over system behavior and evolution.

2.3 Research-Driven and Scientifically Validated AI

Stern Tech maintains long-standing research partnerships with leading French academic institutions, including:

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These collaborations allow us to develop AI models grounded in peer-reviewed scientific research, rigorous mathematical frameworks, and experimental validation.

As a result, Stern Tech is currently one of the few providers worldwide offering behavioral analysis solutions grounded in rigorous scientific research.

3. Governance, Expertise, and Ethical Oversight

3.1 A Dedicated Scientific Advisory Board

Stern Tech is supported by a Scientific Advisory Board composed of renowned researchers and experts in behavioral science, applied mathematics, and cognitive modeling.

This board:

  • contributes to our research roadmap,
  • reviews methodological choices,
  • ensures scientific integrity and consistency over time.

3.2 Designed and Developed in France

Stern Tech is based in France, and our technologies are:

  • conceived,
  • developed,
  • tested,
  • and governed
    entirely within France.

This guarantees:

  • compliance with European regulatory frameworks,
  • alignment with French and EU ethical standards,
  • and protection against extraterritorial dependencies.

3.3 Energy-Efficient and Privacy-Preserving by Architecture

Ethical AI also means responsible resource usage.

Our systems are designed to minimize environmental impact and data exposure:

  • Behavioral analysis is primarily performed locally on user devices
    (smartphones, tablets, computers, embedded vehicle systems).
  • Computation occurs in volatile memory, without persistent local storage.
  • Only aggregated and non-identifying results are transmitted when required.
  • Unnecessary data is automatically discarded in memory, based on a proprietary mathematical model developed in collaboration with French public research.

This architecture:

  • significantly reduces energy consumption,
  • limits data circulation,
  • and reinforces privacy by design.

Our Vision

We believe ethical AI is not achieved through slogans, but through technical choices, scientific discipline, and legal clarity.

Stern Tech’s mission is to provide trustworthy behavioral AI, designed to:

  • empower human decision-makers,
  • respect individuals,
  • comply with the most demanding regulatory frameworks,
  • and remain sovereign, transparent, and scientifically grounded.

Contact

For questions related to AI ethics, governance, or compliance:
📧 dpo@stern.technology