American International Group, Inc. AIG

Revenue Intelligence Report • 70 quarters of SEC filing data • Updated 2026-03-15

Based on 70 quarters of data, revenue growth appears driven by SG&A leverage, with every $1 of SG&A generating $3.83 in long-run revenue, though R&D data is not available. The model is linear with 14.2% MAPE, and a holdout test predicted $7.4B versus actual $6.5B (about -13.5% error), indicating moderate predictive reliability. Latest quarterly revenue stands at $6.55B, with a FY forecast of $32B in revenue, up 20.1% year over year. The outlook suggests continued SG&A-driven revenue acceleration, but model limitations and missing R&D data warrant a cautious stance on near-term volatility.

Investment Thesis

At 14.2% MAPE, the model captures American International Group, Inc.'s broad revenue trajectory, though quarterly variability suggests sensitivity to external factors. Each $1 of SG&A spending generates $3.83 in revenue, reflecting strong commercial efficiency.

Next FY Revenue
$32.1B
+20.1% YoY
SG&A Multiplier
$3.83 per $1
Model Accuracy
14.2% MAPE
Holdout validation: The model predicted $7.4B vs the actual $6.5B — an error of 13.5%.
Note: American International Group, Inc. does not report R&D expenses separately. This analysis uses SG&A spending only.

Revenue Forecast

AIG Revenue Forecast

Quarterly Detail

QuarterModel ForecastActual95% RangeYoY GrowthStatus
Q4 2025 $7.4B $6.5B $0.8B – $14B +3.5% ✓ In range
Q2 2026 $7.6B $-1.9B – $17B +11.4%
Q3 2026 $7.9B $-3.6B – $19B +12.0%
Q4 2026 $8.2B $-5.1B – $21B +29.0%
Q1 2027 $8.5B $-6.4B – $23B +29.0%

Seasonal Factors

Multiplicative seasonal adjustment: These factors capture American International Group, Inc.'s systematic quarterly revenue patterns relative to the trend model. A factor of 1.05 means that quarter typically runs 5% above the underlying trend; 0.95 means 5% below. Factors are computed as the median of (actual / fitted) across all available quarters.
Fiscal QuarterSeasonal Factorvs TrendInterpretationObs.
FQ1 (Sep–Nov) 0.9677 -3.2% -3.2% below trend 17
FQ2 (Dec–Feb) 0.9525 -4.7% -4.7% below trend 17
FQ3 (Mar–May) 1.0558 +5.6% +5.6% above trend 16
FQ4 (Jun–Aug) 1.0034 +0.3% In line with trend 16

How Spending Drives Revenue

AIG Spending Timing
Reading this chart: Each line shows the cumulative revenue generated per $1 spent over subsequent quarters. The effect builds over 4-5 quarters as investments mature.

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