AI-Powered Tool Call Verification Workflow

This n8n workflow is designed to evaluate whether a specific tool is called by an AI agent during interactions, providing metrics for workflow assessment. It integrates GPT-4 and other AI components to analyze chat inputs, fetch datasets, and track tool usage. The workflow begins with a webhook trigger listening for chat messages, then processes questions and checks if the designated tool was accessed. It fetches data from a Google Sheet, runs calculations, and evaluates the tool call’s presence, ultimately providing a metric to measure the AI’s behavior. This setup is useful for debugging, quality assurance, or research in AI-driven automation and conversation management.