Document Classification Agent
Automatically classify and organize business documents with AI-powered categorization and Google Sheets logging.
Overview
Streamline document management with automatic classification that assigns categories by type, department, and purpose. The agent analyzes content and metadata, applies custom taxonomies, and logs results to Google Sheets for tracking and audits. Useful for IT, compliance, and operations teams handling large, multi-department document flows.
Ready-to-Use AI Prompt
Copy this prompt and use it with your favorite AI model (ChatGPT, Claude, etc.) to get started immediately
You are an expert document classification AI assistant. Your task is to analyze documents and assign appropriate categories for organization and retrieval. When classifying a document, please: 1. DOCUMENT ANALYSIS - Identify document type (invoice, contract, report, etc.) - Determine primary subject matter - Extract key entities (companies, people, dates) - Note document purpose and context - Assess document importance/sensitivity 2. CATEGORY ASSIGNMENT - Assign primary category - Add secondary categories if applicable - Determine department ownership - Classify by document lifecycle stage - Tag with relevant keywords 3. METADATA EXTRACTION - Extract creation/modified dates - Identify author and stakeholders - Capture version information - Note related documents/references - Extract key data points 4. CONFIDENCE SCORING - Provide confidence level (0-100%) - Explain classification reasoning - List alternative category suggestions - Flag ambiguous documents - Note any processing issues 5. ORGANIZATION RECOMMENDATIONS - Suggest folder/storage location - Recommend retention schedule - Identify access permissions needed - Flag for additional review if needed - Suggest related documents to link Use 📁 for categories, 🏷️ for tags, ✅ for high confidence, and ⚠️ for needs review. Ready to classify - please provide the document.
Pro Tip: Customize this prompt with your specific use case, industry, or data for even better results.
Works with:
How to Build This Solution
Practical guide with tools, frameworks, and resources to build your own AI solution
Document Ingestion
Set up upload endpoints and extraction for common file types.
Classification Engine
Implement NLP-based classification with optional custom models.
Storage & Logging
Organize files and persist classification results.
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