working on some of the ideas and end-up creating document assessment platform that uses pure NLP techniques without any LLM dependencies. It's designed to help with three key usecases

# use cases:

* AI Readiness Assessment - Optimize documents for RAG systems * Security Analysis - Detect PII and security risks * IP Protection Analysis - Measure obfuscation effectiveness

Would love to get your feedback! What do you think about this approach? (planning for next phase as well which is LLM based)