AI Audit Slides Enhancement
Budget: $30 – $250 SGD
I already have a solid deck that explains the theory behind auditing both traditional and generative AI systems. What is still missing are vivid, slide-ready examples that show auditors exactly how the process works in practice.
Here is what I need from you:
• A concise catalogue of recognised, industry-standard AI auditing tools (think of what large consultancies and regulated enterprises actually use, rather than experimental code) with one-slide explanations of what each tool checks and why it matters.
• Finance-focused use-case slides that walk through an end-to-end audit workflow: data lineage verification, model risk assessment, compliance testing against current regulations, and post-deployment performance monitoring. Ground each step in the real controls an auditor would apply.
• Content that speaks to both classic ML models and modern Gen-AI pipelines, highlighting any extra diligence Gen-AI requires.
Please keep the graphics or diagrams simple so I can drop them straight into PowerPoint, and cite any publicly available references so the material is easy for trainees to explore further.
Here is what I need from you:
• A concise catalogue of recognised, industry-standard AI auditing tools (think of what large consultancies and regulated enterprises actually use, rather than experimental code) with one-slide explanations of what each tool checks and why it matters.
• Finance-focused use-case slides that walk through an end-to-end audit workflow: data lineage verification, model risk assessment, compliance testing against current regulations, and post-deployment performance monitoring. Ground each step in the real controls an auditor would apply.
• Content that speaks to both classic ML models and modern Gen-AI pipelines, highlighting any extra diligence Gen-AI requires.
Please keep the graphics or diagrams simple so I can drop them straight into PowerPoint, and cite any publicly available references so the material is easy for trainees to explore further.