Neftaly Portfolio Company AI Governance Scorecards

Overview
Neftaly’s AI Governance Scorecards provide a structured framework for evaluating, monitoring, and improving the responsible use of artificial intelligence across portfolio companies. These scorecards ensure that investments in AI technologies align with global ethical standards, regulatory requirements, and the long-term sustainability goals of our portfolio.

Purpose

• To establish a transparent and standardized way to measure AI readiness, responsibility, and compliance.
• To provide investors, boards, and leadership teams with actionable insights on AI risks and opportunities.
• To strengthen portfolio company value by embedding trust, fairness, and accountability into AI-driven business models.

Key Dimensions of the Scorecard

1. Governance & Oversight
   • Board and executive accountability for AI use.
   • Presence of AI ethics committees or oversight bodies.
   • Integration of AI governance into corporate governance structures.
2. Transparency & Explainability
   • Availability of documentation for AI models and decision-making processes.
   • Communication of AI use cases to stakeholders in clear, accessible terms.
   • Mechanisms to provide explanations for automated decisions.
3. Fairness & Bias Mitigation
   • Bias testing protocols across datasets and models.
   • Corrective actions to address discriminatory outcomes.
   • Inclusion and diversity principles in AI design and deployment.
4. Accountability & Compliance
   • Adherence to local and global regulatory frameworks (e.g., GDPR, AI Act).
   • Internal accountability structures for AI-related decisions.
   • Regular compliance audits and risk assessments.
5. Security & Data Privacy
   • Data protection standards and cybersecurity safeguards.
   • Privacy-preserving technologies (e.g., federated learning, encryption).
   • Alignment with global best practices for data handling.
6. Impact & Sustainability
   • Assessment of AI’s environmental footprint (energy usage, emissions).
   • Social impact considerations, including workforce implications.
   • Long-term monitoring of unintended consequences.
7. Innovation & Continuous Improvement
   • Adoption of responsible AI research and innovation practices.
   • Continuous learning and adaptation to new standards.
   • Engagement with stakeholders, regulators, and civil society.

Benefits for Portfolio Companies

• Enhanced investor confidence through measurable governance practices.
• Reduced regulatory and reputational risks.
• Competitive advantage in global markets demanding ethical AI.
• Improved trust among customers, employees, and partners.

Neftaly’s Role
Neftaly supports portfolio companies by:

• Providing tailored AI governance assessments.
• Offering workshops and advisory on ethical AI adoption.
• Benchmarking performance against industry peers.
• Driving collaboration between companies, regulators, and investors.