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Chad Thursby

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Open access 2026

The Closed Loop Execution Framework: Governance Architecture, Capital Systems, and AI Legitimacy in Modern Healthcare

Healthcare organizations consistently underperform their revenue integrity potential not because of effort deficits but because of structural design failures in governance architecture. This manuscript introduces the Closed Loop Execution Framework, a field-validated operational methodology developed through direct eng...

Chad Thursby · 0 citations

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