Ontology-gated abstention for document audit: a neuro-symbolic glass-box auditor that compares documents and knows when NOT to answer.
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Updated
Jul 23, 2026 - Python
Ontology-gated abstention for document audit: a neuro-symbolic glass-box auditor that compares documents and knows when NOT to answer.
Local audit for common file-delivery risks.
Local-first financial document auditing and claim-to-source evidence validation with a Codex Skill and synthetic evals.
Local-first procurement compliance platform — GraphRAG + Ollama. PDF, Excel, Word & ZIP audit with cross-document integrity. The Last Gate Before Payment.
Local-first cross-document consistency auditing Skill for DOCX, PPTX, XLSX and PDF
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