AI Transparency

Altaius Model Cards

Detailed AI model specifications and limits.

Altaius uses AI to support coaching, simulation, and analytics with human oversight, privacy controls, Arabic-English parity checks, and appeal pathways.

Where AI Is Used

Simulation dialogue.

Coaching prompts.

Performance feedback.

Analytics explanations.

Scenario content support where applicable.

Where AI Is Not Used

Final employment decisions.

Unappealable high-stakes assessment.

Hidden learner surveillance.

Customer-data model training without permission.

Model Governance

AI Ethics Council / governance roles where active.

CEO accountability.

AI/ML lead.

Learning science lead.

Security lead.

Privacy/DPO.

Lifecycle Controls

Problem framing and data sourcing.

Design, prototyping, and model development.

Pre-launch review and deployment.

Monitoring and incident response.

Learning and Gamification Ethics

No dark patterns.

Constructive difficulty.

Cultural respect and learner dignity.

No punitive mechanics.

Score fairness and transparency.

Arabic-English Parity

Human bilingual review.

Automated parity tests.

User feedback loop.

Quarterly/periodic review where approved.

Human Review and Appeal

Learners can challenge scores.

Qualified reviewer re-evaluates.

Written explanation provided.

Correction if upheld.

Bias Testing & Red-teaming

Fairness audits and cultural bias checks.

Toxicity/hallucination monitoring.

Red-team scenarios.

Fallback and rollback mechanisms.

Contact

For questions about our AI models, model cards (available to enterprise clients), or to appeal an AI decision, please contact us:

Contact Ethics Team Contact Privacy Team Contact Appeals Team

Altaius Model Cards

Detailed AI model specifications and limits.

View Model Cards

Altaius uses AI to support coaching, simulation, and analytics with human oversight, privacy controls, Arabic-English parity checks, and appeal pathways.

Where AI Is Used

Simulation dialogue.

Coaching prompts.

Performance feedback.

Analytics explanations.

Scenario content support where applicable.

Where AI Is Not Used

Final employment decisions.

Unappealable high-stakes assessment.

Hidden learner surveillance.

Customer-data model training without permission.

Model Governance

AI Ethics Council / governance roles where active.

CEO accountability.

AI/ML lead.

Learning science lead.

Security lead.

Privacy/DPO.

Lifecycle Controls

Problem framing and data sourcing.

Design, prototyping, and model development.

Pre-launch review and deployment.

Monitoring and incident response.

Learning and Gamification Ethics

No dark patterns.

Constructive difficulty.

Cultural respect and learner dignity.

No punitive mechanics.

Score fairness and transparency.

Arabic-English Parity

Human bilingual review.

Automated parity tests.

User feedback loop.

Quarterly/periodic review where approved.

Human Review and Appeal

Learners can challenge scores.

Qualified reviewer re-evaluates.

Written explanation provided.

Correction if upheld.

Bias Testing & Red-teaming

Fairness audits and cultural bias checks.

Toxicity/hallucination monitoring.

Red-team scenarios.

Fallback and rollback mechanisms.

Contact

For questions about our AI models, model cards (available to enterprise clients), or to appeal an AI decision, please contact us:

Contact Ethics Team Contact Privacy Team Contact Appeals Team

Altaius Model Cards

Where AI Is Used

Where AI Is Not Used

Model Governance

Lifecycle Controls

Learning and Gamification Ethics

Arabic-English Parity

Human Review and Appeal

Bias Testing & Red-teaming

Contact

Legal Information & Compliance

Primary Data Store: Riyadh, Kingdom of Saudi Arabia

AI Transparency

Altaius Model Cards

Where AI Is Used

Where AI Is Not Used

Model Governance

Lifecycle Controls

Learning and Gamification Ethics

Arabic-English Parity

Human Review and Appeal

Bias Testing & Red-teaming

Contact

Legal Information & Compliance

Primary Data Store: Riyadh, Kingdom of Saudi Arabia