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Document Intelligence · Evaluation
AI Readiness Calculator
A structured framework for scoring how ready a document set is for downstream AI / RAG use.
Problem
Before investing in a RAG or document-AI system, teams need an honest answer to: is this document collection actually usable by an AI system?
Approach
Breaks document AI-readiness into measurable dimensions — structure, text extractability, consistency, metadata quality, and embedding-friendliness — and scores a document set against them empirically rather than by intuition.
Pipeline
- 01Document SetInput corpus
- 02Structural AnalysisFormatting & layout
- 03ExtractabilityOCR / text quality
- 04Embedding FitChunk & vectorize sample
- 05Readiness ScoreDimension-level output
Technologies
- Python
- Document Intelligence
- OCR
- Embeddings
- Evaluation
Notes
- Evaluate AI systems empirically — readiness is measured per dimension, not asserted.
- Designed to surface exactly where a document set will break a RAG pipeline before it's built.