Building Blocks of an AI Governance Program
Pragati Singh
CISM | PMP?? | CISA | CHFI | GenAI | 项目总监 | 数字化转型与网络安全负责人 | 首席转型官 | ITO 主管 | ITO 和 GRC 成本优化负责人 | 科技企业家 | CTO | CIO | CEO
Creating and maintaining an effective AI governance program is crucial in today's fast-paced world to ensure responsible AI use. Here are the key pillars to consider:
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? Approved models and versions
? Identify data sets
? Model evaluation results
? Fairness scoring
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? Use case risk assessment
? Lifecycle approvals
? Map data & AI flows
? Explainability
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? Accuracy, drift, bias
? Prompts, hallucination
? Performance, relevance
? User, usage patterns
? Entitlements, policies
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? Workflows
? Dashboards
? Risk incident management
? Regulatory compliance
Let's embrace responsible AI and ensure we create a future that benefits everyone. ??? #AIGovernance #ResponsibleAI #AI #Tech
Data Analyst | Power BI | Tableau | SQL | Python | AWS (Preparing) | PL-300 Certified | Six Sigma Yellow Belt | IT Management Master's
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