Summary overview of Security Federal Corporation’s QQ3 2024 results. The company reported quarterly revenue of 21.77 million USD and net income of 2.41 million USD, translating to an EPS of 0.62. On a YoY basis, revenue, gross profit, operating income, and net income all reflect meaningful acceleration (revenue YoY +93%, net income YoY +13.6%), driven by a combination of loan activity and non-interest income, while sequentially the quarter delivered a modest QoQ uplift in profitability (net income QoQ +8.3%, operating income QoQ +12.6%). The quarter also highlights a robust liquidity position—cash and short-term investments totaling approximately 666.6 million USD against total liabilities of about 1.39 billion USD—leaving the company with a net cash position (net debt negative) of roughly -77.7 million USD. The balance sheet exhibits a conservative leverage posture (debt-to-capitalization near 23.6%) and positive free cash flow (approx. 4.87 million USD). However, there are notable data anomalies in the reported gross profit figure for QQ3 2024 that warrant caution when interpreting margin dynamics. Management did not publish an earnings transcript for QQ3 2024 within the provided data set, limiting the availability of direct qualitative guidance from the call.