articleResearch Library

Research & Publications

Independent technical research on digital risk architecture, calibration models, and compliance system design. Written for practitioners who build and operate regulated risk systems.

All Topics Risk Architecture Calibration Models System Implementation Regulatory Alignment

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Calibration Models

schedule 20 min readbar_chart Advanced

Risk Calibration in Digital Onboarding: A Precision Framework

A quantitative approach to setting, testing, and iterating risk score thresholds based on regulatory tolerance bands, population distribution analysis, and operational efficiency targets.

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System Implementation

schedule 12 min readbar_chart Advanced

UBO Resolution: System Design Patterns for Complex Structures

Architecture guidance for resolving Ultimate Beneficial Ownership in layered corporate structures — including graph traversal approaches, registry integration, and ownership confidence scoring.

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