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Four papers on how InsightXtract measures accuracy, keeps multi-document output auditable, standardizes what reaches your systems, and deploys inside your boundary — written for the people who evaluate, not just buy.
A gold-dataset evaluation methodology for specialty P&C — ground truth by construction, per-document and consolidated scoring, and measured results across PDF, Excel, and Word.
Read the paper →How per-document extraction, priority-based consolidation, recorded conflict reasoning, and page-level citations produce a defensible record you can trace to its source.
Read the paper →One standardized, downstream-ready output shape for every agent — canonical types, glossary standardization, a confidence taxonomy, and two layers of enforcement.
Read the paper →Governance-first, in-your-boundary, agentic-not-templated — multi-format intake, connectors, an agentic API gateway, RBAC, and deployment on your cloud and your model.
Read the paper →A short slide deck overview of the platform — ideal to share with stakeholders.