diff --git a/packages/nocodb-sdk/src/lib/formulaHelpers.ts b/packages/nocodb-sdk/src/lib/formulaHelpers.ts
index 89479a121c..b3cc06d364 100644
--- a/packages/nocodb-sdk/src/lib/formulaHelpers.ts
+++ b/packages/nocodb-sdk/src/lib/formulaHelpers.ts
@@ -1594,7 +1594,11 @@ async function extractColumnIdentifierType({
       res.dataType = FormulaDataTypes.STRING;
       break;
     case UITypes.Checkbox:
-      res.dataType = FormulaDataTypes.NUMERIC;
+      if (col.dt === 'boolean' || col.dt === 'bool') {
+        res.dataType = FormulaDataTypes.BOOLEAN;
+      } else {
+        res.dataType = FormulaDataTypes.NUMERIC;
+      }
       break;
     case UITypes.ID:
     case UITypes.ForeignKey:
diff --git a/packages/nocodb/src/db/formulav2/formulaQueryBuilderv2.ts b/packages/nocodb/src/db/formulav2/formulaQueryBuilderv2.ts
index 3f2d429da6..39d3923bd3 100644
--- a/packages/nocodb/src/db/formulav2/formulaQueryBuilderv2.ts
+++ b/packages/nocodb/src/db/formulav2/formulaQueryBuilderv2.ts
@@ -905,6 +905,23 @@ async function _formulaQueryBuilder(
 
       // if operator is == or !=, then handle comparison with BLANK which should accept NULL and empty string
       if (pt.operator === '==' || pt.operator === '!=') {
+        for (const operand of ['left', 'right']) {
+          if (
+            pt[operand].dataType === FormulaDataTypes.BOOLEAN &&
+            pt[operand === 'left' ? 'right' : 'left'].dataType ===
+              FormulaDataTypes.NUMERIC
+          ) {
+            pt[operand === 'left' ? 'right' : 'left'] = {
+              type: 'CallExpression',
+              arguments: [pt[operand === 'left' ? 'right' : 'left']],
+              callee: {
+                type: 'Identifier',
+                name: 'BOOLEAN',
+              },
+              dataType: FormulaDataTypes.BOOLEAN,
+            };
+          }
+        }
         if (pt.left.callee?.name !== pt.right.callee?.name) {
           // if left/right is BLANK, accept both NULL and empty string
           for (const operand of ['left', 'right']) {
@@ -1168,7 +1185,7 @@ export default async function formulaQueryBuilderv2(
       const formula = await column.getColOptions<FormulaColumn>();
       // clean the previous formula error if the formula works this time
       if (formula.error) {
-        await FormulaColumn.update(formula.id, {
+        await FormulaColumn.update(column.id, {
           error: null,
         });
       }
@@ -1178,9 +1195,8 @@ export default async function formulaQueryBuilderv2(
 
     console.error(e);
     if (column) {
-      const formula = await column.getColOptions<FormulaColumn>();
       // add formula error to show in UI
-      await FormulaColumn.update(formula.id, {
+      await FormulaColumn.update(column.id, {
         error: e.message,
       });
       // update cache to reflect the error in UI
diff --git a/packages/nocodb/src/db/functionMappings/commonFns.ts b/packages/nocodb/src/db/functionMappings/commonFns.ts
index 376086d65c..3a1c267075 100644
--- a/packages/nocodb/src/db/functionMappings/commonFns.ts
+++ b/packages/nocodb/src/db/functionMappings/commonFns.ts
@@ -184,6 +184,9 @@ export default {
   STRING(args: MapFnArgs) {
     return args.fn(args.pt?.arguments?.[0]);
   },
+  BOOLEAN(args: MapFnArgs) {
+    return args.fn(args.pt?.arguments?.[0]);
+  },
   AND: async (args: MapFnArgs) => {
     return {
       builder: args.knex.raw(
diff --git a/packages/nocodb/src/db/functionMappings/pg.ts b/packages/nocodb/src/db/functionMappings/pg.ts
index f6fa76b3da..5b36f24282 100644
--- a/packages/nocodb/src/db/functionMappings/pg.ts
+++ b/packages/nocodb/src/db/functionMappings/pg.ts
@@ -348,6 +348,15 @@ END ${colAlias}`,
       ),
     };
   },
+  BOOLEAN: async (args: MapFnArgs) => {
+    return {
+      builder: args.knex.raw(
+        `(${(await args.fn(args.pt.arguments[0])).builder})::boolean${
+          args.colAlias
+        }`,
+      ),
+    };
+  },
 };
 
 export default pg;
diff --git a/packages/nocodb/src/models/FormulaColumn.ts b/packages/nocodb/src/models/FormulaColumn.ts
index c9bd744f73..f073f69cd8 100644
--- a/packages/nocodb/src/models/FormulaColumn.ts
+++ b/packages/nocodb/src/models/FormulaColumn.ts
@@ -62,7 +62,7 @@ export default class FormulaColumn {
   id: string;
 
   static async update(
-    id: string,
+    columnId: string,
     formula: Partial<FormulaColumn> & { parsed_tree?: any },
     ncMeta = Noco.ncMeta,
   ) {
@@ -75,7 +75,7 @@ export default class FormulaColumn {
     ]);
 
     // get existing cache
-    const key = `${CacheScope.COL_FORMULA}:${id}`;
+    const key = `${CacheScope.COL_FORMULA}:${columnId}`;
     let o = await NocoCache.get(key, CacheGetType.TYPE_OBJECT);
     if (o) {
       o = { ...o, ...updateObj };
@@ -85,7 +85,9 @@ export default class FormulaColumn {
     if ('parsed_tree' in updateObj)
       updateObj.parsed_tree = stringifyMetaProp(updateObj, 'parsed_tree');
     // set meta
-    await ncMeta.metaUpdate(null, null, MetaTable.COL_FORMULA, updateObj, id);
+    await ncMeta.metaUpdate(null, null, MetaTable.COL_FORMULA, updateObj, {
+      fk_column_id: columnId,
+    });
   }
 
   public getParsedTree() {