The Hartford Insurance Group, Inc. HIG

Revenue Intelligence Report • 26 quarters of SEC filing data • Updated 2026-03-06

The Hartford Insurance Group, Inc. has demonstrated a consistent revenue generation capability, with the latest quarterly revenue reaching $388 million, supported by a linear model indicating a negative long-run revenue impact from SG&A spending. Specifically, each dollar spent on SG&A results in a $0.10 decline in revenue, highlighting the importance of cost management in driving profitability. Despite a forecasted FY revenue of $1.432 billion, reflecting a 4.9% year-over-year decline, the company's strong model accuracy of 1.8% MAPE suggests a reliable approach to financial forecasting. Investors should closely monitor the company's operational efficiency and strategic initiatives to enhance revenue growth moving forward.

Next FY Revenue
$1432.13M
-4.9% YoY
SG&A Multiplier
$-0.10 per $1
Model Accuracy
1.8% MAPE
Holdout validation: The model predicted $375M vs the actual $388M — an error of 3.5%.
⚠ Model limitation: This company shows negative spending multipliers, meaning increases in spending have not directly translated into revenue growth. This typically occurs with commodity-driven companies or hypergrowth companies.
Note: The Hartford Insurance Group, Inc. does not report R&D expenses separately. This analysis uses SG&A spending only.

Revenue Forecast

HIG Revenue Forecast

Quarterly Detail

QuarterModel ForecastActual95% RangeYoY GrowthStatus
Q4 2025 $375M $388M $360M – $390M +0.4% ✓ In range
Q2 2026 $363M $342M – $384M -0.9%
Q3 2026 $361M $335M – $387M -1.4%
Q4 2026 $356M $326M – $386M -7.8%
Q1 2027 $353M $319M – $386M -9.1%

How Spending Drives Revenue

HIG 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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Data sourced from SEC EDGAR XBRL filings. Model: ARDL (linear) with 26 quarters. This analysis is for informational purposes only and does not constitute investment advice.