Audit-Ready Prompt Incident Report Engines for AI Governance Boards

Audit-Ready Prompt Incident Report Engines for AI Governance Boards Last year, I sat in on an AI governance board meeting where half the time was spent debating whether someone had prompted ChatGPT to "skip" a mandatory legal clause. No one could prove it—because there were no prompt logs. That incident never left me. In today’s AI-powered organizations, governance boards are under immense pressure to keep automated systems accountable, transparent, and compliant. Among the most overlooked yet urgent aspects of this oversight is how to properly log and report prompts used within large language models (LLMs) and generative AI tools—especially when something goes wrong. This is where Audit-Ready Prompt Incident Report Engines come in. These tools are designed to capture, classify, and flag prompts that could lead to hallucinations, bias, regulatory violations, or legal ambiguity—all in real time, and in a format palatable to auditors and regulators. 📌 Table of...