Ameriprise Financial, Inc. AMP

Revenue is projected to be roughly flat next year, slipping about 0.2% year over year to around $18.9 billion as fee-based advisory and asset-management activities hold steady and insurance-related revenue remains a ballast. Our econometric model shows SG&A spend is increasingly productive, with the SG&A multiplier rising from about 0.12 to 0.97 over the period and an implied ROI of roughly $7 of revenue per dollar spent, helping support topline growth despite a flat backdrop. The forecast framework is a linear model with fixed coefficients across 70 quarters, and it delivers a MAPE of 3.5% with holdout accuracy near 4% (predicted $4.9B vs actual $5.0B), indicating reasonable reliability. Key risk is a softer market environment or a step-up in costs beyond SG&A efficiency, which could push revenue away from the base outlook.