PROSPER Governance Framework
A comprehensive framework for aligning AI systems with international standards (GDPR, OECD, EU AI Act), built on 7 pillars: Policy Alignment, Risk Management, Oversight, Stakeholder Inclusion, Process Integration, Ethical Compliance, and Responsible Innovation.
Ideal for: Public agencies, regulated industries, compliance officers, risk managers.
Year
2024
Client
(NDA)
Services
Proprietary framework implementation
Project goals
A strategic governance model designed to align AI systems with global regulations and ethical standards. PROSPER is built on pillars that ensure any AI implementation is safe, compliant, and values-driven.
P – Policy Alignment: Ensures AI systems align with international laws and emerging regulatory standards.
R – Risk Management: Embeds AI-specific threat modeling and safeguards against adversarial risks.
O – Oversight Mechanisms: Establishes AI oversight boards, review cycles, and escalation protocols.
S – Stakeholder Inclusion: Elevates the voices of vulnerable populations and applies interdisciplinary ethical review.
P – Process Integration: Integrates AI into operational pipelines (e.g., BPMN 2.0, RPA) to support scalable and auditable automation.
E & R – Ethical Compliance & Responsible Innovation: Promotes explainability (XAI), use of model cards, and controlled innovation environments like sandboxes.
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