diff --git a/vortex-python/python/vortex/arrow/expression.py b/vortex-python/python/vortex/arrow/expression.py
index b306acd1874..931b2222049 100644
--- a/vortex-python/python/vortex/arrow/expression.py
+++ b/vortex-python/python/vortex/arrow/expression.py
@@ -28,9 +28,26 @@ def ensure_vortex_expression(expression: pc.Expression | Expr | None, *, schema:
     return expression
 
 
+def _schema_for_substrait(schema: pa.Schema) -> pa.Schema:
+    # PyArrow's to_substrait doesn't support view types; map to string/binary.
+    # This is safe because Vortex handles both equivalently.
+    # If/When PyArrow to_substrait supports view types, revert.
+    # Workaround for: https://github.com/vortex-data/vortex/issues/5759
+    fields = []
+    for field in schema:
+        if field.type == pa.string_view():
+            fields.append(field.with_type(pa.string()))
+        elif field.type == pa.binary_view():
+            fields.append(field.with_type(pa.binary()))
+        else:
+            fields.append(field)
+    return pa.schema(fields)
+
+
 def arrow_to_vortex(arrow_expression: pc.Expression, schema: pa.Schema) -> Expr:
+    compat_schema = _schema_for_substrait(schema)
     substrait_object = ExtendedExpression()  # pyright: ignore[reportUnknownVariableType]
-    substrait_object.ParseFromString(arrow_expression.to_substrait(schema))  # pyright: ignore[reportUnknownMemberType]
+    substrait_object.ParseFromString(arrow_expression.to_substrait(compat_schema))  # pyright: ignore[reportUnknownMemberType]
 
     expressions = extended_expression(substrait_object)  # pyright: ignore[reportUnknownArgumentType]
 
diff --git a/vortex-python/test/test_expression.py b/vortex-python/test/test_expression.py
new file mode 100644
index 00000000000..21a6c77eb89
--- /dev/null
+++ b/vortex-python/test/test_expression.py
@@ -0,0 +1,102 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright the Vortex contributors
+
+# Tests the _schema_for_substrait workaround in vortex/arrow/expression.py
+
+import pyarrow as pa
+import pyarrow.compute as pc
+import pytest
+from vortex.arrow.expression import _schema_for_substrait, arrow_to_vortex
+
+
+class TestSchemaForSubstrait:
+    """Verifies mapping: string_view=>string, binary_view=>binary, else unchanged"""
+
+    def test_string_view_mapped_to_string(self):
+        schema = pa.schema([("col", pa.string_view())])
+        result = _schema_for_substrait(schema)
+        assert result.field("col").type == pa.string()
+
+    def test_binary_view_mapped_to_binary(self):
+        schema = pa.schema([("col", pa.binary_view())])
+        result = _schema_for_substrait(schema)
+        assert result.field("col").type == pa.binary()
+
+    def test_other_types_unchanged(self):
+        schema = pa.schema(
+            [
+                ("int_col", pa.int64()),
+                ("str_col", pa.string()),
+                ("bin_col", pa.binary()),
+                ("float_col", pa.float64()),
+            ]
+        )
+        result = _schema_for_substrait(schema)
+        assert result == schema
+
+    def test_mixed_schema(self):
+        schema = pa.schema(
+            [
+                ("sv", pa.string_view()),
+                ("bv", pa.binary_view()),
+                ("s", pa.string()),
+                ("i", pa.int64()),
+            ]
+        )
+        result = _schema_for_substrait(schema)
+        expected = pa.schema(
+            [
+                ("sv", pa.string()),
+                ("bv", pa.binary()),
+                ("s", pa.string()),
+                ("i", pa.int64()),
+            ]
+        )
+        assert result == expected
+
+
+class TestArrowToVortexWithViews:
+    """Tests comparisons over string_views and binary_views"""
+
+    def test_string_view_equality_expression(self):
+        schema = pa.schema([("name", pa.string_view())])
+        expr = pc.field("name") == "alice"
+        vortex_expr = arrow_to_vortex(expr, schema)
+        assert vortex_expr is not None
+
+    def test_binary_view_equality_expression(self):
+        schema = pa.schema([("data", pa.binary_view())])
+        expr = pc.field("data") == b"hello"
+        vortex_expr = arrow_to_vortex(expr, schema)
+        assert vortex_expr is not None
+
+    def test_string_view_comparison_expression(self):
+        schema = pa.schema([("name", pa.string_view())])
+        expr = pc.field("name") > "bob"
+        vortex_expr = arrow_to_vortex(expr, schema)
+        assert vortex_expr is not None
+
+    def test_mixed_view_and_regular_types(self):
+        schema = pa.schema(
+            [
+                ("id", pa.int64()),
+                ("name", pa.string_view()),
+                ("data", pa.binary_view()),
+            ]
+        )
+        expr = (pc.field("id") > 10) & (pc.field("name") == "test")
+        vortex_expr = arrow_to_vortex(expr, schema)
+        assert vortex_expr is not None
+
+    @pytest.mark.parametrize(
+        "view_type,value",
+        [
+            (pa.string_view(), "test"),
+            (pa.binary_view(), b"test"),
+        ],
+    )
+    def test_view_types_parametrized(self, view_type, value):
+        schema = pa.schema([("col", view_type)])
+        expr = pc.field("col") == value
+        vortex_expr = arrow_to_vortex(expr, schema)
+        assert vortex_expr is not None