-
5 minutesHow Compliance Risk Arises from Poor Data Governance
Read More ->: How Compliance Risk Arises from Poor Data GovernanceMost compliance failures don’t begin with fraud. They begin with poor data governance and data management; inconsistently defined metrics, lack of ownership, scattered calculations and methodology. Under the Corporate Sustainability Reporting Directive (CSRD), climate and sustainability disclosures are subject to structured reporting standards issued by European Financial Reporting Advisory Group (EFRAG) and increasingly aligned with International Sustainability Standards Board (ISSB) standards.
-
4 minutesAutomating a Risk Control Dashboard with Power BI MCP in Cursor for Free
Read More ->: Automating a Risk Control Dashboard with Power BI MCP in Cursor for FreeModern risk and control dashboards rarely fail because of visuals. They fail upstream, where definitions drift, calculations get re-implemented, and data governance lives in spreadsheets or people’s heads. In this walkthrough, I demonstrate how Power BI’s MCP (Model Context Protocol) can be used inside Cursor to automate much of that foundational work. MCP (Model Context […]
-
4 minutesHow To Use Bayesian versus Frequentist Inference
Read More ->: How To Use Bayesian versus Frequentist InferenceIn financial risk management, debates about Bayesian versus frequentist inference are often framed as methodological or philosophical. In practice, the choice is far more pragmatic: it is primarily a data problem. Model risk, drift, and operational risk live upstream of market, credit, and liquidity models. They are shaped less by elegant theory and more by the realities of data volume, stability, and interpretability. This is where the distinction between frequentist and Bayesian inference becomes operationally meaningful.
CATEGORY ARCHIVES