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Three multi-year observations co-occur: cash and equivalents increased year-over-year in each of the last four fiscal years, free cash flow was positive in each of the last three years, and long-term debt decreased year-over-year in each of the last three years. The configuration describes simultaneous multi-year consistency in cash accumulation, FCF generation, and LT-debt reduction.
State
Cash and equivalents increased each of the last 4 years, FCF positive each of the last 3 years, and long-term debt decreased each of the last 3 years
Emergence
Three multi-year observations co-occur. Cash and equivalents increased year-over-year in each of the last four fiscal years (params override the typeKey '3y' suffix — the obs reads 4 years). Free cash flow was positive in each of the last three fiscal years. Long-term debt decreased year-over-year in each of the last three fiscal years. The configuration describes simultaneous past consistency in cash accumulation, FCF generation, and LT-debt reduction. None of the three obs predicts continuation.
Limits
All three observations are backward-looking multi-year consistency readings. One bad year breaks any of the streaks. None of the three reads short-term debt; LT debt can decline while ST debt rises. None measures the rate or magnitude of change, only the direction year-by-year. Cash accumulation can reflect deliberate war-chest building, lack of investment opportunities, M&A preparation, or anticipation of stress — the obs do not differentiate.
Explanation
Each observation is an independent multi-year reading: Cash and Equivalents Increased Every Year (4Y, configured field = Cash_and_cash_equivalents) confirms cash rose year-over-year in each of the last four fiscal years. Free Cash Flow Positive Every Year (3Y) confirms FCF was positive in each of the last three fiscal years. Long-Term Debt Decreased Every Year (3Y, configured field = Long_term_debt) confirms long-term debt was lower at each year-end than the prior year-end across the 3-year window. The obs reads only LT debt; short-term debt is not in scope. The three together describe past consistency across three balance-sheet/cash-flow dimensions. They do not predict continuation or assess capital-allocation quality.
Interpretation
Co-occurrence of the multi-year cash-increase, FCF-positive, and long-term-debt-decrease readings. The formulas describe trajectories on the balance sheet and cash-flow statement; they do not assess capital allocation.
Required Observations
All Years Decreased Balance 3y
Long-term debt decreased year-over-year in each of the last 3 fiscal years
Cash Growing 3y
Specified balance-sheet field grew across the window (which field depends on the instance)
Fcf Positive 3y
Free cash flow positive in each of the last N fiscal years