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Sreedhar Ailu

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#software testing Open access Sep 2026

AIRIA: A Human-AI Framework for Geospatial Regulatory Interpretation Alignment

Multi-vendor enterprise systems operating under regulatory mandates face a structural software quality failure that existing governance frameworks do not address: interpretation divergence. When multiple vendors independently translate the same regulatory requirement into system behavior, each may produce an implementa...

Sreedhar Ailu · 0 citations

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