The Architecture of
Market Integrity
An educational overview of source reconciliation, review methods and limitations. It describes a proposed direction, not a capability or performance certification.
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What's Inside
A concise educational overview covering source reconciliation, methodology questions and evidence limitations.
Executive Summary
Educational context and current-stage limitations
The Problem
Why legacy rule-based analytics fall short in modern markets
Illustrative Architecture
A proposed multi-source review workflow
Language Analysis
Questions for document and communication review
Research Evidence
What must be verified before research is relied upon
Review Principles
Limitations, human review and evidence discipline
Built for Technical Due Diligence
This whitepaper is designed for compliance officers, institutional due diligence teams, and technology evaluators who need to understand what's under the hood before making decisions.