Karol Marszalek@karol_marszalek375

RiskTrace Control Tower is an enterprise banking application that modernizes legacy reporting of Risk-Weighted Assets (RWA) for executive and regulatory review. After the 2008 financial crisis, banks became obligated to demonstrate to regulators how assets and liabilities are exposed to risk under capital adequacy rules. These reports are often complex, non-intuitive, and difficult for management teams to challenge with confidence. The application adds two core capabilities. First, a regulatory MCP layer checks relevant regulatory documents and validates whether the data and evidence presented to agents and executives align with current requirements. Second, an agentic analysis layer reviews RWA calculator outputs, detects portfolio drivers, highlights data-quality or compliance concerns, and generates management-ready insights. The result is a safer, more explainable control tower for RWA analysis, governance, and decision-making.

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