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Responsible AI Framework
AI Governance

Responsible AI Framework

A comprehensive governance framework achieving ISO 42001 compliance readiness in under 6 months.

Project Overview

Developed and implemented a robust Responsible AI governance framework that ensures ethical, transparent, and accountable use of AI technologies across the organization. The framework addresses key aspects of AI governance, including fairness, accountability, transparency, and privacy.

By establishing clear guidelines, processes, and tools for responsible AI development and deployment, we were able to achieve ISO 42001 compliance readiness in under 6 months. This framework has become the foundation for all AI initiatives within the organization, ensuring that AI systems are developed and used in a way that aligns with organizational values and regulatory requirements.

The framework includes comprehensive documentation, training materials, assessment tools, and monitoring mechanisms to ensure ongoing compliance and continuous improvement in responsible AI practices.

Key Features

  • AI impact assessment methodology and tools
  • Fairness and bias detection and mitigation
  • Transparency and explainability guidelines
  • Privacy-preserving AI techniques
  • Model documentation and governance
  • Continuous monitoring and auditing
  • Training and awareness programs

Technologies Used

ISO 42001Fairness IndicatorsSHAPLIMEDifferential PrivacyModel CardsResponsible AI Dashboards

Project Details

Client

Energy Company

Date

2024

Role

Lead Architect & AI Strategist

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