{
    "action": "tool_call",
    "reasoning": "I need to profile all numeric columns in the dataset. From the evidence, I can see that AESEQ is BIGINT (already profiled in step-3), but AESTDY and AEENDY are VARCHAR (not numeric despite containing numbers). The temporal columns AEDTC is DATE, AESTDTC and AEENDTC are VARCHAR. I need to check if there are any other numeric columns I haven't seen yet. Let me inspect all columns to identify which are truly numeric types (BIGINT, DOUBLE, DECIMAL, etc.) that I haven't profiled yet.",
    "tool": "inspect_columns",
    "args": {
        "table": "ae"
    }
}