Disclaimer

Automated analysis only

Hidden In Numbers uses statistical and rule-based heuristics, NLP analysis, and linguistic pattern detection to surface potential issues in documents. It does not provide legal, financial, medical, or professional advice, and it is not a substitute for human review.

No guarantee of accuracy

Findings may include false positives (flagging something that is actually fine) and false negatives (missing a real issue). The absence of findings does not certify that a document is correct, complete, or compliant. Grammar and style suggestions are rule-based approximations and may not apply in every context.

Your responsibility

Always verify findings against the source document and apply your own professional judgment before making decisions. You use the Service and its outputs at your own risk.

How the engine works

All analysis is performed by deterministic, rule-based engines — no AI, no LLMs, no cloud model calls. The DocumentIntelligenceEngine runs up to 7 independent engines (signal rules, grammar, style, readability, structure, consistency, and numerical intelligence) over your document using statistical methods, NLP libraries, and linguistic pattern matching. Every severity score and risk score is deterministic and reproducible.

Because the analysis is heuristic and rule-based, findings reflect patterns that may indicate issues — not certainties. Some findings will require context or professional judgment to interpret correctly. Correction suggestions are generated automatically and should always be reviewed before applying.