diff --git a/board/gateworks/venice/spl.c b/board/gateworks/venice/spl.c
index f10d310a46d..04dc0d66ea9 100644
--- a/board/gateworks/venice/spl.c
+++ b/board/gateworks/venice/spl.c
@@ -118,13 +118,29 @@ static int dm_i2c_clrsetbits(struct udevice *dev, uint reg, uint clr, uint set)
 	return dm_i2c_write(dev, reg, &val, 1);
 }
 
-static int power_init_board(void)
+static int power_init_board(struct udevice *gsc)
 {
 	const char *model = eeprom_get_model();
 	struct udevice *bus;
 	struct udevice *dev;
 	int ret;
 
+	/* Enable GSC voltage supervisor for new board models */
+	if ((!strncmp(model, "GW7100", 6) && model[10] > 'D') ||
+	    (!strncmp(model, "GW7101", 6) && model[10] > 'D') ||
+	    (!strncmp(model, "GW7200", 6) && model[10] > 'E') ||
+	    (!strncmp(model, "GW7201", 6) && model[10] > 'E') ||
+	    (!strncmp(model, "GW7300", 6) && model[10] > 'E') ||
+	    (!strncmp(model, "GW7301", 6) && model[10] > 'E') ||
+	    (!strncmp(model, "GW740", 5) && model[7] > 'B')) {
+		u8 ver;
+
+		if (!dm_i2c_read(gsc, 14, &ver, 1) && ver > 62) {
+			printf("GSC     : enabling voltage supervisor\n");
+			dm_i2c_clrsetbits(gsc, 25, 0, BIT(1));
+		}
+	}
+
 	if ((!strncmp(model, "GW71", 4)) ||
 	    (!strncmp(model, "GW72", 4)) ||
 	    (!strncmp(model, "GW73", 4)) ||
@@ -297,7 +313,7 @@ void board_init_f(ulong dummy)
 	dram_sz = venice_eeprom_init(0);
 
 	/* PMIC */
-	power_init_board();
+	power_init_board(dev);
 
 	/* DDR initialization */
 	spl_dram_init(dram_sz);