diff --git a/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/opdispensers/DataApiInsertOneOpDispenser.java b/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/opdispensers/DataApiInsertOneOpDispenser.java
index ee5b118a6..2c43ca8ee 100644
--- a/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/opdispensers/DataApiInsertOneOpDispenser.java
+++ b/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/opdispensers/DataApiInsertOneOpDispenser.java
@@ -16,19 +16,38 @@
 
 package io.nosqlbench.adapter.dataapi.opdispensers;
 
+import com.datastax.astra.client.model.Document;
 import io.nosqlbench.adapter.dataapi.DataApiDriverAdapter;
 import io.nosqlbench.adapter.dataapi.ops.DataApiBaseOp;
+import io.nosqlbench.adapter.dataapi.ops.DataApiInsertOneOp;
 import io.nosqlbench.adapters.api.templating.ParsedOp;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
 
 import java.util.function.LongFunction;
 
 public class DataApiInsertOneOpDispenser extends DataApiOpDispenser {
+    private static final Logger logger = LogManager.getLogger(DataApiInsertOneOpDispenser.class);
+    private final LongFunction<DataApiInsertOneOp> opFunction;
+
     public DataApiInsertOneOpDispenser(DataApiDriverAdapter adapter, ParsedOp op, LongFunction<String> targetFunction) {
         super(adapter, op, targetFunction);
+        this.opFunction = createOpFunction(op);
+    }
+
+    private LongFunction<DataApiInsertOneOp> createOpFunction(ParsedOp op) {
+        return (l) -> {
+            Document.parse(op.get("document", l));
+            return new DataApiInsertOneOp(
+                spaceFunction.apply(l).getDatabase(),
+                targetFunction.apply(l),
+                Document.parse(op.get("document", l))
+            );
+        };
     }
 
     @Override
     public DataApiBaseOp getOp(long value) {
-        return null;
+        return opFunction.apply(value);
     }
 }
diff --git a/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/opdispensers/DataApiInsertOneVectorOpDispenser.java b/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/opdispensers/DataApiInsertOneVectorOpDispenser.java
new file mode 100644
index 000000000..040dcbc01
--- /dev/null
+++ b/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/opdispensers/DataApiInsertOneVectorOpDispenser.java
@@ -0,0 +1,56 @@
+/*
+ * Copyright (c) 2024 nosqlbench
+ *
+ * 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.
+ */
+
+package io.nosqlbench.adapter.dataapi.opdispensers;
+
+import com.datastax.astra.client.model.Document;
+import io.nosqlbench.adapter.dataapi.DataApiDriverAdapter;
+import io.nosqlbench.adapter.dataapi.ops.DataApiBaseOp;
+import io.nosqlbench.adapter.dataapi.ops.DataApiInsertOneOp;
+import io.nosqlbench.adapter.dataapi.ops.DataApiInsertOneVectorOp;
+import io.nosqlbench.adapters.api.templating.ParsedOp;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+
+import java.util.function.LongFunction;
+
+public class DataApiInsertOneVectorOpDispenser extends DataApiOpDispenser {
+    private static final Logger logger = LogManager.getLogger(DataApiInsertOneVectorOpDispenser.class);
+    private final LongFunction<DataApiInsertOneVectorOp> opFunction;
+
+    public DataApiInsertOneVectorOpDispenser(DataApiDriverAdapter adapter, ParsedOp op, LongFunction<String> targetFunction) {
+        super(adapter, op, targetFunction);
+        this.opFunction = createOpFunction(op);
+    }
+
+    private LongFunction<DataApiInsertOneVectorOp> createOpFunction(ParsedOp op) {
+        return (l) -> {
+            Document.parse(op.get("document", l));
+            float[] vector = op.get("vector", l);
+            return new DataApiInsertOneVectorOp(
+                spaceFunction.apply(l).getDatabase(),
+                targetFunction.apply(l),
+                Document.parse(op.get("document", l)),
+                vector
+            );
+        };
+    }
+
+    @Override
+    public DataApiBaseOp getOp(long value) {
+        return opFunction.apply(value);
+    }
+}
diff --git a/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/ops/DataApiInsertOneOp.java b/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/ops/DataApiInsertOneOp.java
new file mode 100644
index 000000000..13fc5893b
--- /dev/null
+++ b/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/ops/DataApiInsertOneOp.java
@@ -0,0 +1,20 @@
+package io.nosqlbench.adapter.dataapi.ops;
+
+import com.datastax.astra.client.Database;
+import com.datastax.astra.client.model.Document;
+
+public class DataApiInsertOneOp extends DataApiBaseOp {
+    private final Document doc;
+    private final String collectionName;
+
+    public DataApiInsertOneOp(Database db, String collectionName, Document doc) {
+        super(db);
+        this.collectionName = collectionName;
+        this.doc = doc;
+    }
+
+    @Override
+    public Object apply(long value) {
+        return db.getCollection(collectionName).insertOne(doc);
+    }
+}
diff --git a/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/ops/DataApiInsertOneVectorOp.java b/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/ops/DataApiInsertOneVectorOp.java
new file mode 100644
index 000000000..dcb1966aa
--- /dev/null
+++ b/nb-adapters/adapter-dataapi/src/main/java/io/nosqlbench/adapter/dataapi/ops/DataApiInsertOneVectorOp.java
@@ -0,0 +1,22 @@
+package io.nosqlbench.adapter.dataapi.ops;
+
+import com.datastax.astra.client.Database;
+import com.datastax.astra.client.model.Document;
+
+public class DataApiInsertOneVectorOp extends DataApiBaseOp {
+    private final Document doc;
+    private final String collectionName;
+    private float[] vector;
+
+    public DataApiInsertOneVectorOp(Database db, String collectionName, Document doc, float[] vector) {
+        super(db);
+        this.collectionName = collectionName;
+        this.doc = doc;
+        this.vector = vector;
+    }
+
+    @Override
+    public Object apply(long value) {
+        return db.getCollection(collectionName).insertOne(doc, vector);
+    }
+}