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SECURITY ENGINEERING TOOLS

AI Workflow Risk Reviewer

Type out a workflow that involves an AI tool. The tool flags what looks risky: sensitive data exposure, third-party AI processing, missing review steps, and audit gaps. Nothing leaves your browser.

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Pattern-based detection against common AI workflow risk signals. Good for planning conversations and internal reviews. Not a formal risk assessment or legal/compliance audit.
What this tool evaluates

Takes a plain-text description of an AI-enabled workflow and evaluates it against a security risk framework covering data exposure, prompt injection risk, tool permission scope, human oversight gaps, output trust boundaries, and vendor/integration risk. Returns a risk score, identified signals, governance gaps, and recommended controls.

Works with any AI workflow description — chatbots, RAG pipelines, agents with tool access, AI-assisted coding, document processing, and customer-facing AI features.

AI security is not yet a solved problem

AI adoption in enterprise environments is moving faster than security review processes. The most common gaps are not exotic attacks — they are straightforward issues: AI systems with access to sensitive data and no data residency controls, agents that can take actions without human approval, and workflows that process external content without trust boundaries.

This tool helps security teams, AI product teams, and engineering leads identify the highest-risk elements of an AI workflow before deployment, using the same framework used in professional AI security reviews.