Decoding RaymondsIndex: The Four Signals That Move Before the Balance Sheet

Every relational-risk event leaves the same fingerprint: by the time the numbers confirm it, the people closest to the company have already acted. RaymondsIndex is built around four leading indicators designed to catch that fingerprint early — CEI, CGI, RII, and MAI. This week handed us two clean illustrations of why they matter.

The news, read as signals. In Korea, a KOSDAQ-listed company announced a ₩5 billion third-party share placement priced at ₩4,660 per share, with the controlling shareholder and an affiliated fund as the subscribers. The placement raises the controlling stake from 17.4% to 22.2%, with proceeds earmarked for a new stablecoin business. None of this is wrongdoing. But it is exactly the configuration the indicators are designed to watch: fresh capital, a tightening ownership block, and a thematic new venture whose cash deployment can't yet be verified. In the US, the former CEO of a biotech firm is being sued by the New York Attorney General for selling more than $10 million in stock under a Rule 10b5-1 plan while serious manufacturing-contamination problems were known internally but not yet public.

What the four signals measure. CEI — Capital Efficiency Index — tracks ROIC, asset turnover, and the gap between stated investment and real deployment. Capital that stops earning is capital that may be hiding something. CGI — Cash Governance Index — watches idle-cash ratios and the conversion rate of raised funds into operating use; money raised but parked is the most common quiet signal of misalignment. RII — Reinvestment Intensity Index — flags firms that avoid reinvestment and drain resources instead. MAI — Momentum Alignment Index — measures whether revenue growth and capital action move together; when capital decisions and disclosure diverge, as in the 10b5-1 case above, MAI is the divergence detector.

The Korea parallel. These aren't abstractions. Across a backtest of 3,109 Korean listed companies, the combined early-warning signal reached 85.9% detection accuracy — and it did so reading relationships, ownership flows, and capital behavior, not lagging financial-statement outcomes. Korea is a uniquely dense laboratory for this: concentrated ownership, high third-party-placement activity, and a retail-heavy investor base mean the information gap between insiders and minority holders is structurally wide.

The academic frame. The intuition is well grounded. Dittmar and Mahrt-Smith (2007), in the Journal of Financial Economics, show that a dollar of cash is worth far less in poorly governed firms — governance, not the cash balance, determines whether reserves create or destroy value. Richardson (2006), in Review of Accounting Studies, documents that firms with surplus free cash flow systematically over-invest, with the worst outcomes where governance is weakest. Both findings point the same way: the risk lives in how capital and relationships behave, well before it shows up in reported earnings.

For the individual investor. The practical lesson of indicator week is simple. Don't wait for the income statement to confirm what the capital flows are already telling you. A placement that concentrates ownership, cash that's raised but not deployed, insider selling that runs ahead of disclosure — each is a relational signal that precedes the financial one. The minority investor is structurally last in line for information. Leading indicators are how that line gets shorter.

Financial statements confirm. Relationships move first.

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