Add Tool: AI PBOM - AI Privacy Posture & Data Map - #62
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- Add AI PBOM tool documentation to README and create project configuration files
k-nithin
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August 8, 2026 18:35
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Adds a tool entry for AI PBOM under tools/risk-assessment/, per the contribution template.
What it does
AI PBOM inventories AI-related data assets (tables, vector stores, prompt logs, training data, transcripts, files), detects PII/credentials/sensitive content, maps assets to the AI applications that consume them, and produces an explainable, additive risk score (0-100) with traceable drivers — output as a JSON PBOM plus a Markdown report.
Why it fits Privacy Risk Assessment
— every score traces back to specific findings, which supports privacy office and governance review workflows. - Grounded in a published threat model (T1–T4) and gap analysis
— see the linked SSRN paper.