diff --git a/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-graph-authorizer/pom.xml b/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-graph-authorizer/pom.xml
index f54972c8f6..b6c9e06a4e 100644
--- a/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-graph-authorizer/pom.xml
+++ b/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-graph-authorizer/pom.xml
@@ -24,7 +24,6 @@
     <packaging>jar</packaging>
     <properties>
         <microsoft-graph.version>2.10.0</microsoft-graph.version>
-        <msal4j.version>1.6.0</msal4j.version>
     </properties>
     <dependencies>
         <dependency>
@@ -46,17 +45,6 @@
             <artifactId>microsoft-graph</artifactId>
             <version>${microsoft-graph.version}</version>
         </dependency>
-        <dependency>
-            <groupId>com.azure</groupId>
-            <artifactId>azure-identity</artifactId>
-            <version>${azure.identity.version}</version>
-            <exclusions>
-                <exclusion>
-                    <groupId>com.azure</groupId>
-                    <artifactId>azure-core</artifactId>
-                </exclusion>
-            </exclusions>
-        </dependency>
         <dependency>
             <groupId>com.microsoft.azure</groupId>
             <artifactId>msal4j</artifactId>
diff --git a/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-processors/pom.xml b/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-processors/pom.xml
index 99d30e2549..5acc374d20 100644
--- a/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-processors/pom.xml
+++ b/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-processors/pom.xml
@@ -20,9 +20,10 @@
     <artifactId>nifi-azure-processors</artifactId>
     <packaging>jar</packaging>
     <properties>
-        <azure-eventhubs.version>3.2.1</azure-eventhubs.version>
-        <azure-eventhubs-eph.version>3.2.1</azure-eventhubs-eph.version>
+        <azure-eventhubs.version>3.3.0</azure-eventhubs.version>
+        <azure-eventhubs-eph.version>3.3.0</azure-eventhubs-eph.version>
         <azure-keyvault.version>1.2.4</azure-keyvault.version>
+        <azure-storage-file-datalake.version>12.7.1</azure-storage-file-datalake.version>
     </properties>
     <dependencies>
         <dependency>
@@ -133,7 +134,7 @@
         <dependency>
             <groupId>com.azure</groupId>
             <artifactId>azure-storage-file-datalake</artifactId>
-            <version>12.2.0</version>
+            <version>${azure-storage-file-datalake.version}</version>
             <exclusions>
                 <exclusion>
                     <groupId>com.azure</groupId>
diff --git a/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-processors/src/test/java/org/apache/nifi/processors/azure/storage/ITPutAzureDataLakeStorage.java b/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-processors/src/test/java/org/apache/nifi/processors/azure/storage/ITPutAzureDataLakeStorage.java
index c0ecc15f27..fa68c5a6c7 100644
--- a/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-processors/src/test/java/org/apache/nifi/processors/azure/storage/ITPutAzureDataLakeStorage.java
+++ b/nifi-nar-bundles/nifi-azure-bundle/nifi-azure-processors/src/test/java/org/apache/nifi/processors/azure/storage/ITPutAzureDataLakeStorage.java
@@ -301,8 +301,9 @@ public class ITPutAzureDataLakeStorage extends AbstractAzureDataLakeStorageIT {
 
         String urlEscapedDirectory = UrlEscapers.urlPathSegmentEscaper().escape(directory);
         String urlEscapedFileName = UrlEscapers.urlPathSegmentEscaper().escape(fileName);
+        String urlEscapedPathSeparator = UrlEscapers.urlPathSegmentEscaper().escape("/");
         String primaryUri = StringUtils.isNotEmpty(directory)
-                ? String.format("https://%s.dfs.core.windows.net/%s/%s/%s", getAccountName(), fileSystemName, urlEscapedDirectory, urlEscapedFileName)
+                ? String.format("https://%s.dfs.core.windows.net/%s/%s%s%s", getAccountName(), fileSystemName, urlEscapedDirectory, urlEscapedPathSeparator, urlEscapedFileName)
                 : String.format("https://%s.dfs.core.windows.net/%s/%s", getAccountName(), fileSystemName, urlEscapedFileName);
         flowFile.assertAttributeEquals(ATTR_NAME_PRIMARY_URI, primaryUri);
 
diff --git a/nifi-nar-bundles/nifi-azure-bundle/pom.xml b/nifi-nar-bundles/nifi-azure-bundle/pom.xml
index 7808fac587..c259856c12 100644
--- a/nifi-nar-bundles/nifi-azure-bundle/pom.xml
+++ b/nifi-nar-bundles/nifi-azure-bundle/pom.xml
@@ -26,10 +26,12 @@
     <packaging>pom</packaging>
 
     <properties>
-        <azure-storage.version>8.4.0</azure-storage.version>
-        <azure.core.version>1.6.0</azure.core.version>
-        <azure.identity.version>1.0.6</azure.identity.version>
-        <azure-cosmos.version>4.2.0</azure-cosmos.version>
+        <azure-storage.version>8.6.6</azure-storage.version>
+        <azure.core.version>1.21.0</azure.core.version>
+        <azure.identity.version>1.4.0</azure.identity.version>
+        <!-- azure-identity depends on msal4j transitively, keep these versions consistent -->
+        <msal4j.version>1.11.0</msal4j.version>
+        <azure-cosmos.version>4.20.0</azure-cosmos.version>
     </properties>
 
     <modules>