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ai Risk Register Builder

GPTClaudeGemini··▲ 1,134 copies·updated 2026-07-14

ai-risk-register-builder.prompt

# 01. AI Risk Register Builder

**Domain:** Risk Management
**Level:** Practitioner

## Use Case

Build a structured, prioritised risk register for any AI system, project, or business function from scratch.

## Variables

| Variable | What to Enter | Example |
|----------|--------------|---------|
| `[ORGANISATION]` | Your organisation name |  |
| `[AI_SYSTEM_OR_FUNCTION]` | e.g. customer-facing chatbot, credit scoring model, HR screening tool |  |
| `[INDUSTRY]` | e.g. financial services, healthcare, retail |  |
| `[RISK_APPETITE]` | e.g. low / medium / high, or paste your risk tolerance statement |  |
| `[FRAMEWORK]` | e.g. ISO 31000, NIST AI RMF, ISO 42001 Annex A, or your internal framework |  |

## The Prompt

Copy everything below this line. Replace all `[VARIABLES]` with your specific information. Paste into Claude, GPT-4o, Gemini, or any capable LLM.

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when to use it

Community prompt sourced from the open-source GitHub repo KunalCyber/GRC-Prompts-Library (MIT). A "ai Risk Register Builder" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.