diff --git a/src/lib.rs b/src/lib.rs
index c9396da..94a9992 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -22,7 +22,7 @@
 
 mod get_objects;
 use adbc_core::constants;
-use datafusion::common::TableReference;
+use datafusion::common::{ScalarValue, TableReference};
 use datafusion::dataframe::DataFrameWriteOptions;
 use datafusion::datasource::MemTable;
 use datafusion::logical_expr::LogicalPlan;
@@ -487,8 +487,7 @@ impl Connection for DataFusionConnection {
             runtime: self.runtime.clone(),
             ctx: self.ctx.clone(),
             query: None,
-            bound_batches: None,
-            bound_schema: None,
+            bound: None,
             ingest: BulkIngestState::new(),
         })
     }
@@ -600,8 +599,7 @@ pub struct DataFusionStatement {
     runtime: Arc<Runtime>,
     ctx: Arc<SessionContext>,
     query: Option<QueryState>,
-    bound_batches: Option<Vec<RecordBatch>>,
-    bound_schema: Option<SchemaRef>,
+    bound: Option<Box<dyn RecordBatchReader + Send>>,
     ingest: BulkIngestState<ErrorHelper>,
 }
 
@@ -656,7 +654,133 @@ impl Optionable for DataFusionStatement {
     }
 }
 
+fn row_to_scalar_values(
+    batch: &RecordBatch,
+    row_index: usize,
+) -> adbc_core::error::Result<Vec<ScalarValue>> {
+    let mut values = Vec::with_capacity(batch.num_columns());
+    for col_index in 0..batch.num_columns() {
+        let array = batch.column(col_index);
+        let scalar =
+            ScalarValue::try_from_array(array, row_index).map_err(ErrorHelper::from_datafusion)?;
+        values.push(scalar);
+    }
+    Ok(values)
+}
+
 impl DataFusionStatement {
+    fn execute_with_params(
+        &mut self,
+        reader: Box<dyn RecordBatchReader + Send>,
+    ) -> Result<Box<dyn RecordBatchReader + Send>> {
+        self.runtime.block_on(async {
+            let mut all_results: Vec<RecordBatch> = Vec::new();
+            let mut result_schema: Option<SchemaRef> = None;
+
+            for batch in reader {
+                let batch = batch.map_err(ErrorHelper::from_arrow)?;
+                for row_idx in 0..batch.num_rows() {
+                    let params = row_to_scalar_values(&batch, row_idx)?;
+
+                    let df = match &self.query {
+                        Some(QueryState::Sql(query)) => {
+                            let df = self
+                                .ctx
+                                .sql(query)
+                                .await
+                                .map_err(ErrorHelper::from_datafusion)?;
+                            df.with_param_values(params)
+                                .map_err(ErrorHelper::from_datafusion)?
+                        }
+                        Some(QueryState::Prepared(plan)) => {
+                            let plan_with_params = plan
+                                .clone()
+                                .with_param_values(params)
+                                .map_err(ErrorHelper::from_datafusion)?;
+                            self.ctx
+                                .execute_logical_plan(plan_with_params)
+                                .await
+                                .map_err(ErrorHelper::from_datafusion)?
+                        }
+                        _ => {
+                            return Err(ErrorHelper::invalid_state()
+                                .message("no query has been set")
+                                .to_adbc());
+                        }
+                    };
+
+                    if result_schema.is_none() {
+                        result_schema = Some(df.schema().as_arrow().clone().into());
+                    }
+                    let batches = df.collect().await.map_err(ErrorHelper::from_datafusion)?;
+                    all_results.extend(batches);
+                }
+            }
+
+            let schema = result_schema.unwrap_or_else(|| Arc::new(arrow_schema::Schema::empty()));
+
+            if all_results.is_empty() {
+                Ok(
+                    Box::new(SingleBatchReader::new(RecordBatch::new_empty(schema)))
+                        as Box<dyn RecordBatchReader + Send>,
+                )
+            } else {
+                let combined = arrow_select::concat::concat_batches(&schema, &all_results)
+                    .map_err(ErrorHelper::from_arrow)?;
+                Ok(Box::new(SingleBatchReader::new(combined)) as Box<dyn RecordBatchReader + Send>)
+            }
+        })
+    }
+
+    fn execute_update_with_params(
+        &mut self,
+        reader: Box<dyn RecordBatchReader + Send>,
+    ) -> adbc_core::error::Result<Option<i64>> {
+        let mut total_rows: i64 = 0;
+
+        self.runtime.block_on(async {
+            for batch in reader {
+                let batch = batch.map_err(ErrorHelper::from_arrow)?;
+                total_rows += batch.num_rows() as i64;
+                for row_idx in 0..batch.num_rows() {
+                    let params = row_to_scalar_values(&batch, row_idx)?;
+
+                    let df = match &self.query {
+                        Some(QueryState::Sql(query)) => {
+                            let df = self
+                                .ctx
+                                .sql(query)
+                                .await
+                                .map_err(ErrorHelper::from_datafusion)?;
+                            df.with_param_values(params)
+                                .map_err(ErrorHelper::from_datafusion)?
+                        }
+                        Some(QueryState::Prepared(plan)) => {
+                            let plan_with_params = plan
+                                .clone()
+                                .with_param_values(params)
+                                .map_err(ErrorHelper::from_datafusion)?;
+                            self.ctx
+                                .execute_logical_plan(plan_with_params)
+                                .await
+                                .map_err(ErrorHelper::from_datafusion)?
+                        }
+                        _ => {
+                            return Err(ErrorHelper::invalid_state()
+                                .message("no query has been set")
+                                .to_adbc());
+                        }
+                    };
+
+                    df.collect().await.map_err(ErrorHelper::from_datafusion)?;
+                }
+            }
+            Ok::<_, adbc_core::error::Error>(())
+        })?;
+
+        Ok(Some(total_rows))
+    }
+
     fn make_table_ref(&self) -> TableReference {
         let table = self.ingest.table.as_deref().unwrap_or("");
         match (&self.ingest.catalog, &self.ingest.schema) {
@@ -669,17 +793,15 @@ impl DataFusionStatement {
     }
 
     fn execute_bulk_ingest(&mut self) -> adbc_core::error::Result<Option<i64>> {
-        let batches = self.bound_batches.take();
-        let schema = self.bound_schema.take();
+        let reader = self.bound.take().ok_or_else(|| {
+            ErrorHelper::invalid_state()
+                .message("no data bound for bulk ingest")
+                .to_adbc()
+        })?;
 
-        let (batches, schema) = match (batches, schema) {
-            (Some(b), Some(s)) => (b, s),
-            _ => {
-                return Err(ErrorHelper::invalid_state()
-                    .message("no data bound for bulk ingest")
-                    .to_adbc());
-            }
-        };
+        let schema = reader.schema();
+        let batches: std::result::Result<Vec<RecordBatch>, ArrowError> = reader.collect();
+        let batches = batches.map_err(ErrorHelper::from_arrow)?;
 
         let row_count: i64 = batches.iter().map(|b| b.num_rows() as i64).sum();
         let table_ref = self.make_table_ref();
@@ -780,9 +902,7 @@ impl DataFusionStatement {
 
 impl Statement for DataFusionStatement {
     fn bind(&mut self, batch: arrow_array::RecordBatch) -> adbc_core::error::Result<()> {
-        let schema = batch.schema();
-        self.bound_batches = Some(vec![batch]);
-        self.bound_schema = Some(schema);
+        self.bound = Some(Box::new(SingleBatchReader::new(batch)));
         Ok(())
     }
 
@@ -790,15 +910,15 @@ impl Statement for DataFusionStatement {
         &mut self,
         reader: Box<dyn arrow_array::RecordBatchReader + Send>,
     ) -> adbc_core::error::Result<()> {
-        let schema = reader.schema();
-        let batches: std::result::Result<Vec<RecordBatch>, ArrowError> = reader.collect();
-        let batches = batches.map_err(ErrorHelper::from_arrow)?;
-        self.bound_batches = Some(batches);
-        self.bound_schema = Some(schema);
+        self.bound = Some(reader);
         Ok(())
     }
 
     fn execute(&mut self) -> Result<Box<dyn RecordBatchReader + Send>> {
+        if let Some(reader) = self.bound.take() {
+            return self.execute_with_params(reader);
+        }
+
         self.runtime.block_on(async {
             let df = match &self.query {
                 Some(QueryState::Sql(query)) => self
@@ -836,6 +956,10 @@ impl Statement for DataFusionStatement {
             return self.execute_bulk_ingest();
         }
 
+        if let Some(reader) = self.bound.take() {
+            return self.execute_update_with_params(reader);
+        }
+
         self.runtime.block_on(async {
             let df = match &self.query {
                 Some(QueryState::Sql(query)) => self
@@ -902,9 +1026,31 @@ impl Statement for DataFusionStatement {
     }
 
     fn get_parameter_schema(&self) -> adbc_core::error::Result<arrow_schema::Schema> {
-        Err(ErrorHelper::not_implemented()
-            .message("get_parameter_schema")
-            .to_adbc())
+        match &self.query {
+            Some(QueryState::Prepared(plan)) => {
+                let param_types = plan
+                    .get_parameter_types()
+                    .map_err(ErrorHelper::from_datafusion)?;
+
+                let mut params: Vec<_> = param_types.into_iter().collect();
+                params.sort_by_key(|(name, _)| {
+                    name.trim_start_matches('$').parse::<usize>().unwrap_or(0)
+                });
+
+                let fields: Vec<arrow_schema::Field> = params
+                    .into_iter()
+                    .map(|(name, dt)| {
+                        let data_type = dt.unwrap_or(arrow_schema::DataType::Utf8);
+                        arrow_schema::Field::new(name, data_type, true)
+                    })
+                    .collect();
+
+                Ok(arrow_schema::Schema::new(fields))
+            }
+            _ => Err(ErrorHelper::invalid_state()
+                .message("statement must be prepared before getting parameter schema")
+                .to_adbc()),
+        }
     }
 
     fn prepare(&mut self) -> adbc_core::error::Result<()> {
diff --git a/validation/queries/type/bind/binary.txtcase b/validation/queries/type/bind/binary.txtcase
new file mode 100644
index 0000000..dd8e59b
--- /dev/null
+++ b/validation/queries/type/bind/binary.txtcase
@@ -0,0 +1,24 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+[tags]
+sql-type-name = "BYTEA"
+
+// part: setup_query
+
+CREATE TABLE test_binary (
+    res BYTEA
+);
diff --git a/validation/queries/type/bind/binary_view.txtcase b/validation/queries/type/bind/binary_view.txtcase
new file mode 100644
index 0000000..db22e67
--- /dev/null
+++ b/validation/queries/type/bind/binary_view.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+skip = "DataFusion does not cast BinaryView bind parameters to Binary column type"
diff --git a/validation/queries/type/bind/fixed_size_binary.txtcase b/validation/queries/type/bind/fixed_size_binary.txtcase
new file mode 100644
index 0000000..cd236c4
--- /dev/null
+++ b/validation/queries/type/bind/fixed_size_binary.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+skip = "DataFusion does not cast FixedSizeBinary bind parameters to Binary column type"
diff --git a/validation/queries/type/bind/float16.txtcase b/validation/queries/type/bind/float16.txtcase
new file mode 100644
index 0000000..6c02960
--- /dev/null
+++ b/validation/queries/type/bind/float16.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+hide = true
diff --git a/validation/queries/type/bind/large_binary.txtcase b/validation/queries/type/bind/large_binary.txtcase
new file mode 100644
index 0000000..4a8f326
--- /dev/null
+++ b/validation/queries/type/bind/large_binary.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+skip = "DataFusion does not cast LargeBinary bind parameters to Binary column type"
diff --git a/validation/queries/type/bind/large_string.txtcase b/validation/queries/type/bind/large_string.txtcase
new file mode 100644
index 0000000..4ee1772
--- /dev/null
+++ b/validation/queries/type/bind/large_string.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+skip = "DataFusion does not cast LargeUtf8 bind parameters to Utf8View column type"
diff --git a/validation/queries/type/bind/string.txtcase b/validation/queries/type/bind/string.txtcase
new file mode 100644
index 0000000..9771d27
--- /dev/null
+++ b/validation/queries/type/bind/string.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+skip = "DataFusion does not cast Utf8 bind parameters to Utf8View column type"
diff --git a/validation/queries/type/bind/string_view.txtcase b/validation/queries/type/bind/string_view.txtcase
new file mode 100644
index 0000000..520553b
--- /dev/null
+++ b/validation/queries/type/bind/string_view.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+skip = "DataFusion does not cast Utf8View bind parameters to match column type"
diff --git a/validation/queries/type/bind/time_ms.txtcase b/validation/queries/type/bind/time_ms.txtcase
new file mode 100644
index 0000000..6c02960
--- /dev/null
+++ b/validation/queries/type/bind/time_ms.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+hide = true
diff --git a/validation/queries/type/bind/time_ns.txtcase b/validation/queries/type/bind/time_ns.txtcase
new file mode 100644
index 0000000..2222ab6
--- /dev/null
+++ b/validation/queries/type/bind/time_ns.txtcase
@@ -0,0 +1,20 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: setup_query
+
+CREATE TABLE test_time (
+    idx INT,
+    res TIME
+);
diff --git a/validation/queries/type/bind/time_s.txtcase b/validation/queries/type/bind/time_s.txtcase
new file mode 100644
index 0000000..6c02960
--- /dev/null
+++ b/validation/queries/type/bind/time_s.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+hide = true
diff --git a/validation/queries/type/bind/time_us.txtcase b/validation/queries/type/bind/time_us.txtcase
new file mode 100644
index 0000000..6c02960
--- /dev/null
+++ b/validation/queries/type/bind/time_us.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+hide = true
diff --git a/validation/queries/type/bind/timestamptz_ms.txtcase b/validation/queries/type/bind/timestamptz_ms.txtcase
new file mode 100644
index 0000000..3dcb5f1
--- /dev/null
+++ b/validation/queries/type/bind/timestamptz_ms.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+skip = "DataFusion MemTable does not handle timezone metadata from bind parameters"
diff --git a/validation/queries/type/bind/timestamptz_ns.txtcase b/validation/queries/type/bind/timestamptz_ns.txtcase
new file mode 100644
index 0000000..3dcb5f1
--- /dev/null
+++ b/validation/queries/type/bind/timestamptz_ns.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+skip = "DataFusion MemTable does not handle timezone metadata from bind parameters"
diff --git a/validation/queries/type/bind/timestamptz_s.txtcase b/validation/queries/type/bind/timestamptz_s.txtcase
new file mode 100644
index 0000000..3dcb5f1
--- /dev/null
+++ b/validation/queries/type/bind/timestamptz_s.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+skip = "DataFusion MemTable does not handle timezone metadata from bind parameters"
diff --git a/validation/queries/type/bind/timestamptz_us.txtcase b/validation/queries/type/bind/timestamptz_us.txtcase
new file mode 100644
index 0000000..3dcb5f1
--- /dev/null
+++ b/validation/queries/type/bind/timestamptz_us.txtcase
@@ -0,0 +1,17 @@
+// Copyright (c) 2026 ADBC Drivers Contributors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//         http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+// part: metadata
+
+skip = "DataFusion MemTable does not handle timezone metadata from bind parameters"
diff --git a/validation/tests/datafusion.py b/validation/tests/datafusion.py
index 9dc4f2e..7c733e1 100644
--- a/validation/tests/datafusion.py
+++ b/validation/tests/datafusion.py
@@ -26,7 +26,8 @@ class DataFusionQuirks(model.DriverQuirks):
     vendor_version = "53.1.0"
     short_version = "53"
     features = model.DriverFeatures(
-        statement_bind=False,
+        statement_bind=True,
+        statement_get_parameter_schema=True,
         statement_prepare=True,
         current_catalog="datafusion",
         current_schema="public",
@@ -53,6 +54,9 @@ class DataFusionQuirks(model.DriverQuirks):
     def queries_paths(self) -> tuple[Path]:
         return (Path(__file__).parent.parent / "queries",)
 
+    def bind_parameter(self, index: int) -> str:
+        return f"${index}"
+
     def is_table_not_found(self, table_name: str, error: Exception) -> bool:
         msg = str(error)
         if table_name and table_name not in msg:
diff --git a/validation/tests/test_statement.py b/validation/tests/test_statement.py
index efe8cbf..38fdd7a 100644
--- a/validation/tests/test_statement.py
+++ b/validation/tests/test_statement.py
@@ -24,10 +24,6 @@ def pytest_generate_tests(metafunc) -> None:
 
 
 class TestStatement(statement_tests.TestStatement):
-    @pytest.mark.xfail(reason="bind parameters not implemented")
-    def test_parameter_execute(self, driver, conn) -> None:
-        super().test_parameter_execute(driver, conn)
-
     @pytest.mark.xfail(
         reason="DataFusion lightweight updates require special table settings"
     )