Use when analyzing industries or companies for credit decisions in fixed income markets, building industry analysis frameworks for lending or bond investment, evaluating credit quality via dual-track methodology, constructing investment dashboards from public data, validating frameworks against historical defaults, or assessing cross-industry contagion, portfolio concentration, and systemic risk via the system-intelligence layer. Route vague needs to the credit-analysis-router skill.