Automated Workflow Analysis for AI Model Usage

This n8n workflow automates the process of checking and recording which AI models are used within various workflows, particularly focusing on Google Sheets integration for data management. It is triggered manually for testing purposes and performs a sequence of steps. Initially, it retrieves all workflows through the n8n API, then filters workflows that contain a specific ‘modelId’ in their nodes. It splits the workflow nodes for detailed inspection, and filters nodes to identify those referencing the specific ‘modelId’. The workflow then compiles relevant data such as workflow name, ID, URL, and model details, and appends this information into a Google Sheet. Additional sticky notes serve as warnings and informational messages for users. This setup is useful for monitoring model usage, auditing workflows, or maintaining an up-to-date database of AI models used across multiple workflows.