diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index da28f066..cf32b68b 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -21,21 +21,24 @@ jobs:
           - php-version: 8.1
             # add a specific job to test ^5.4 for all Symfony packages
             symfony-version: "^5.4"
+            # `theofidry/alice-data-fixtures:1.6.0` and `doctrine/dbal:^4.0` cause issues:
+            # Error: Call to undefined method Doctrine\DBAL\Connection::exec()
+            composer-flags: "require doctrine/dbal:^3.0"
           - php-version: 8.2
             symfony-version: "^7.0"
           - php-version: 8.3
             symfony-version: "^7.0"
 
     services:
-      mysql:
-        image: mysql:5.7
+      mariadb:
+        image: mariadb:11.0
         env:
-          MYSQL_ROOT_PASSWORD: root
-          MYSQL_DATABASE: acme
+          MARIADB_ROOT_PASSWORD: root
+          MARIADB_DATABASE: acme
         ports:
           - 3306:3306
       postgresql:
-        image: postgres:9.6
+        image: postgres:15-alpine
         env:
           POSTGRES_USER: 'postgres'
           POSTGRES_PASSWORD: 'postgres'
diff --git a/composer.json b/composer.json
index d47e5e9e..2b39a754 100644
--- a/composer.json
+++ b/composer.json
@@ -40,7 +40,7 @@
     },
     "conflict": {
         "doctrine/annotations": "<1.13.1 || >=3.0",
-        "doctrine/dbal": "<2.13.1 || ~3.0.0 || >=4.0",
+        "doctrine/dbal": "<2.13.1 || ~3.0.0 || >=5.0",
         "doctrine/mongodb-odm": "<2.2 || >=3.0",
         "doctrine/orm": "<2.14 || >=4.0"
     },
diff --git a/docker-compose.yml b/docker-compose.yml
index a85cf579..322c2d88 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,7 +1,7 @@
 version: '3.1'
 services:
     mariadb:
-        image: 'mariadb:11.0'
+        image: 'mariadb:11'
         environment:
             - MYSQL_ROOT_PASSWORD=root
             - MYSQL_DATABASE=acme
diff --git a/src/Services/DatabaseToolCollection.php b/src/Services/DatabaseToolCollection.php
index 31cfb64a..fea1d322 100644
--- a/src/Services/DatabaseToolCollection.php
+++ b/src/Services/DatabaseToolCollection.php
@@ -40,7 +40,9 @@ public function __construct(ContainerInterface $container, mixed $annotationRead
 
     public function add(AbstractDatabaseTool $databaseTool): void
     {
-        $this->items[$databaseTool->getType()][$databaseTool->getDriverName()] = $databaseTool;
+        $driverName = self::normalizeDriverName($databaseTool->getDriverName());
+
+        $this->items[$databaseTool->getType()][$driverName] = $databaseTool;
     }
 
     public function get($omName = null, $registryName = 'doctrine', ?int $purgeMode = null): AbstractDatabaseTool
@@ -49,6 +51,8 @@ public function get($omName = null, $registryName = 'doctrine', ?int $purgeMode
         $registry = $this->container->get($registryName);
         $driverName = ('ORM' === $registry->getName()) ? \get_class($registry->getConnection()->getDatabasePlatform()) : 'default';
 
+        $driverName = self::normalizeDriverName($driverName);
+
         $databaseTool = $this->items[$registry->getName()][$driverName] ?? $this->items[$registry->getName()]['default'];
 
         $databaseTool->setRegistry($registry);
@@ -57,4 +61,17 @@ public function get($omName = null, $registryName = 'doctrine', ?int $purgeMode
 
         return $databaseTool;
     }
+
+    /**
+     * On doctrine/dbal ^4.0, the class is named `SQLitePlatform`.
+     * On doctrine/dbal < 4.0, the class is named `SqlitePlatform`.
+     */
+    private static function normalizeDriverName(string $driverName): string
+    {
+        if ('Doctrine\DBAL\Platforms\SqlitePlatform' === $driverName) {
+            return 'Doctrine\DBAL\Platforms\SQLitePlatform';
+        }
+
+        return $driverName;
+    }
 }
diff --git a/tests/AppConfigMysql/config.yml b/tests/AppConfigMysql/config.yml
index 21b15610..86952cee 100644
--- a/tests/AppConfigMysql/config.yml
+++ b/tests/AppConfigMysql/config.yml
@@ -8,3 +8,4 @@ doctrine:
         dbname: acme
         user: root
         password: root
+        server_version: '11'
diff --git a/tests/AppConfigMysqlUrl/config.yml b/tests/AppConfigMysqlUrl/config.yml
index 2cbdd85f..2ec48e8e 100644
--- a/tests/AppConfigMysqlUrl/config.yml
+++ b/tests/AppConfigMysqlUrl/config.yml
@@ -2,5 +2,5 @@
 
 doctrine:
     dbal:
-        url: 'mysql://root:root@mariadb:3306/foobar'
+        url: 'mysql://root:root@mariadb:3306/foobar?serverVersion=11'
         driver: pdo_mysql
diff --git a/tests/AppConfigPgsql/config.yml b/tests/AppConfigPgsql/config.yml
index 21e362dc..1b6e052f 100644
--- a/tests/AppConfigPgsql/config.yml
+++ b/tests/AppConfigPgsql/config.yml
@@ -8,3 +8,4 @@ doctrine:
         dbname: postgres
         user: postgres
         password: postgres
+        server_version: '15'