A company rarely collapses overnight. Insolvency is almost always the end point of a slow, visible deterioration that begins months, sometimes years, before a formal filing. The challenge for credit managers, suppliers, and lenders is that these signals are scattered across financial statements, regulatory filings, payment behavior, and market chatter — and by the time they are all...