Fair Isaac Corp FICO

Revenue growth is driven primarily by SG&A spending, with a 1% increase in SG&A raising revenue by 0.80%, while a 1% increase in R&D reduces revenue by 0.51% in the model, implying ROI favors SG&A efficiency over R&D in the near term. The model is a log-log specification with 2.5% MAPE, and holdout testing yielded a forecast of $523M versus actual $512M, a -2.2% error, indicating solid but not perfect predictive accuracy. The FY forecast implies $2,604M in revenue, up 31.0% year over year, signaling strong top-line momentum if SG&A-driven growth persists, though the negative R&D elasticity raises questions about long-term ROI. Going forward, investors should scrutinize SG&A productivity and consider reallocating R&D to activities with clearer revenue impact to sustain the outlook.