diff --git a/.gitignore b/.gitignore
index 0397a122..916c038c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,4 +8,5 @@ tools/phpstan/cache/
 cache/
 site/
 .build/
-.castor*
\ No newline at end of file
+.castor*
+tests/Doctrine/db.sqlite
\ No newline at end of file
diff --git a/composer.json b/composer.json
index d6d8bff1..47ffa10c 100644
--- a/composer.json
+++ b/composer.json
@@ -29,9 +29,10 @@
     },
     "require-dev": {
         "api-platform/core": "^3.0.4 || ^4",
-        "doctrine/annotations": "~1.0",
+        "doctrine/annotations": "^2.0",
         "doctrine/collections": "^2.2",
         "doctrine/inflector": "^2.0",
+        "doctrine/orm": "^3.3",
         "matthiasnoback/symfony-dependency-injection-test": "^5.1",
         "moneyphp/money": "^3.3.2",
         "phpunit/phpunit": "^9.0",
diff --git a/src/AutoMapper.php b/src/AutoMapper.php
index 9639eff3..7740ba9e 100644
--- a/src/AutoMapper.php
+++ b/src/AutoMapper.php
@@ -12,6 +12,7 @@
 use AutoMapper\Loader\FileLoader;
 use AutoMapper\Metadata\MetadataFactory;
 use AutoMapper\Metadata\MetadataRegistry;
+use AutoMapper\Provider\Doctrine\DoctrineProvider;
 use AutoMapper\Provider\ProviderInterface;
 use AutoMapper\Provider\ProviderRegistry;
 use AutoMapper\Symfony\ExpressionLanguageProvider;
@@ -19,6 +20,7 @@
 use AutoMapper\Transformer\PropertyTransformer\PropertyTransformerRegistry;
 use AutoMapper\Transformer\TransformerFactoryInterface;
 use Doctrine\Common\Annotations\AnnotationReader;
+use Doctrine\ORM\EntityManagerInterface;
 use Symfony\Component\EventDispatcher\EventDispatcher;
 use Symfony\Component\EventDispatcher\EventDispatcherInterface;
 use Symfony\Component\ExpressionLanguage\ExpressionLanguage;
@@ -148,6 +150,7 @@ public static function create(
         EventDispatcherInterface $eventDispatcher = new EventDispatcher(),
         iterable $providers = [],
         bool $removeDefaultProperties = false,
+        ?EntityManagerInterface $entityManager = null,
     ): AutoMapperInterface {
         if (\count($transformerFactories) > 0) {
             trigger_deprecation('jolicode/automapper', '9.0', 'The "$transformerFactories" property will be removed in version 10.0, AST transformer factories must be included within AutoMapper.', __METHOD__);
@@ -176,6 +179,12 @@ public static function create(
             $classDiscriminatorFromClassMetadata = new ClassDiscriminatorFromClassMetadata($classMetadataFactory);
         }
 
+        $providers = iterator_to_array($providers);
+
+        if (null !== $entityManager) {
+            $providers[] = new DoctrineProvider($entityManager);
+        }
+
         $customTransformerRegistry = new PropertyTransformerRegistry($propertyTransformers);
         $metadataRegistry = new MetadataRegistry($configuration);
         $providerRegistry = new ProviderRegistry($providers);
@@ -192,6 +201,7 @@ public static function create(
             $expressionLanguage,
             $eventDispatcher,
             $removeDefaultProperties,
+            $entityManager,
         );
 
         $mapperGenerator = new MapperGenerator(
diff --git a/src/EventListener/Doctrine/DoctrineProviderListener.php b/src/EventListener/Doctrine/DoctrineProviderListener.php
new file mode 100644
index 00000000..cce1336b
--- /dev/null
+++ b/src/EventListener/Doctrine/DoctrineProviderListener.php
@@ -0,0 +1,26 @@
+<?php
+
+declare(strict_types=1);
+
+namespace AutoMapper\EventListener\Doctrine;
+
+use AutoMapper\Event\GenerateMapperEvent;
+use AutoMapper\Provider\Doctrine\DoctrineProvider;
+use Doctrine\ORM\EntityManagerInterface;
+
+final readonly class DoctrineProviderListener
+{
+    public function __construct(
+        private EntityManagerInterface $entityManager
+    ) {
+    }
+
+    public function __invoke(GenerateMapperEvent $event): void
+    {
+        if (!$this->entityManager->getMetadataFactory()->hasMetadataFor($event->mapperMetadata->target)) {
+            return;
+        }
+
+        $event->provider = DoctrineProvider::class;
+    }
+}
diff --git a/src/Metadata/MetadataFactory.php b/src/Metadata/MetadataFactory.php
index 7847817a..dd4fc3b3 100644
--- a/src/Metadata/MetadataFactory.php
+++ b/src/Metadata/MetadataFactory.php
@@ -9,6 +9,7 @@
 use AutoMapper\Event\PropertyMetadataEvent;
 use AutoMapper\Event\SourcePropertyMetadata as SourcePropertyMetadataEvent;
 use AutoMapper\Event\TargetPropertyMetadata as TargetPropertyMetadataEvent;
+use AutoMapper\EventListener\Doctrine\DoctrineProviderListener;
 use AutoMapper\EventListener\MapFromListener;
 use AutoMapper\EventListener\MapperListener;
 use AutoMapper\EventListener\MapProviderListener;
@@ -44,6 +45,7 @@
 use AutoMapper\Transformer\TransformerFactoryInterface;
 use AutoMapper\Transformer\UniqueTypeTransformerFactory;
 use AutoMapper\Transformer\VoidTransformer;
+use Doctrine\ORM\EntityManagerInterface;
 use Symfony\Component\EventDispatcher\EventDispatcher;
 use Symfony\Component\EventDispatcher\EventDispatcherInterface;
 use Symfony\Component\ExpressionLanguage\ExpressionLanguage;
@@ -354,6 +356,7 @@ public static function create(
         ExpressionLanguage $expressionLanguage = new ExpressionLanguage(),
         EventDispatcherInterface $eventDispatcher = new EventDispatcher(),
         bool $removeDefaultProperties = false,
+        ?EntityManagerInterface $entityManager = null,
     ): self {
         // Create property info extractors
         $flags = ReflectionExtractor::ALLOW_PUBLIC;
@@ -375,6 +378,10 @@ public static function create(
             $eventDispatcher->addListener(PropertyMetadataEvent::class, new AdvancedNameConverterListener($nameConverter));
         }
 
+        if (null !== $entityManager) {
+            $eventDispatcher->addListener(GenerateMapperEvent::class, new DoctrineProviderListener($entityManager));
+        }
+
         $eventDispatcher->addListener(PropertyMetadataEvent::class, new MapToContextListener($reflectionExtractor));
         $eventDispatcher->addListener(GenerateMapperEvent::class, new MapToListener($customTransformerRegistry, $expressionLanguage));
         $eventDispatcher->addListener(GenerateMapperEvent::class, new MapFromListener($customTransformerRegistry, $expressionLanguage));
diff --git a/src/Provider/Doctrine/DoctrineProvider.php b/src/Provider/Doctrine/DoctrineProvider.php
new file mode 100644
index 00000000..42b40f52
--- /dev/null
+++ b/src/Provider/Doctrine/DoctrineProvider.php
@@ -0,0 +1,33 @@
+<?php
+
+declare(strict_types=1);
+
+namespace AutoMapper\Provider\Doctrine;
+
+use AutoMapper\Provider\ProviderInterface;
+use Doctrine\ORM\EntityManagerInterface;
+
+final readonly class DoctrineProvider implements ProviderInterface
+{
+    public function __construct(
+        private EntityManagerInterface $entityManager
+    ) {
+    }
+
+    public function provide(string $targetType, mixed $source, array $context): object|array|null
+    {
+        $metadata = $this->entityManager->getClassMetadata($targetType);
+        // @TODO support multiple identifiers
+        $identifier = $metadata->identifier;
+
+        $result = $this->entityManager->createQueryBuilder()
+            ->select('e')
+            ->from($targetType, 'e')
+            ->where('e.' . $identifier[0] . ' = :id')
+            ->setParameter('id', $source[$identifier[0]])
+            ->getQuery()
+            ->getOneOrNullResult();
+
+        return $result;
+    }
+}
diff --git a/tests/AutoMapperBuilder.php b/tests/AutoMapperBuilder.php
index ad4b7688..cfb467b6 100644
--- a/tests/AutoMapperBuilder.php
+++ b/tests/AutoMapperBuilder.php
@@ -8,6 +8,7 @@
 use AutoMapper\Configuration;
 use AutoMapper\ConstructorStrategy;
 use AutoMapper\Symfony\ExpressionLanguageProvider;
+use Doctrine\ORM\EntityManagerInterface;
 use Symfony\Component\EventDispatcher\EventDispatcher;
 use Symfony\Component\EventDispatcher\EventDispatcherInterface;
 use Symfony\Component\Filesystem\Filesystem;
@@ -29,6 +30,7 @@ public static function buildAutoMapper(
         ?ExpressionLanguageProvider $expressionLanguageProvider = null,
         EventDispatcherInterface $eventDispatcher = new EventDispatcher(),
         bool $removeDefaultProperties = false,
+        ?EntityManagerInterface $entityManager = null,
     ): AutoMapper {
         $skipCacheRemove = $_SERVER['SKIP_CACHE_REMOVE'] ?? false;
 
@@ -54,6 +56,7 @@ classPrefix: $classPrefix,
             eventDispatcher: $eventDispatcher,
             providers: $providers,
             removeDefaultProperties: $removeDefaultProperties,
+            entityManager: $entityManager,
         );
     }
 }
diff --git a/tests/Doctrine/DoctrineTest.php b/tests/Doctrine/DoctrineTest.php
new file mode 100644
index 00000000..9b16c35e
--- /dev/null
+++ b/tests/Doctrine/DoctrineTest.php
@@ -0,0 +1,77 @@
+<?php
+
+declare(strict_types=1);
+
+namespace AutoMapper\Tests\Doctrine;
+
+use AutoMapper\Tests\AutoMapperBuilder;
+use AutoMapper\Tests\AutoMapperTestCase;
+use AutoMapper\Tests\Doctrine\Entity\Book;
+use Doctrine\DBAL\DriverManager;
+use Doctrine\ORM\EntityManager;
+use Doctrine\ORM\EntityManagerInterface;
+use Doctrine\ORM\ORMSetup;
+use Doctrine\ORM\Tools\SchemaTool;
+
+/**
+ * @author Joel Wurtz <jwurtz@jolicode.com>
+ */
+class DoctrineTest extends AutoMapperTestCase
+{
+    private EntityManagerInterface $entityManager;
+
+    protected function setUp(): void
+    {
+        parent::setUp();
+        $this->buildDatabase();
+
+        $this->autoMapper = AutoMapperBuilder::buildAutoMapper(entityManager: $this->entityManager);
+    }
+
+    private function buildDatabase()
+    {
+        // delete the database file
+        if (file_exists(__DIR__ . '/db.sqlite')) {
+            unlink(__DIR__ . '/db.sqlite');
+        }
+
+        $config = ORMSetup::createAttributeMetadataConfiguration(
+            paths: [__DIR__ . '/Entity'],
+            isDevMode: true,
+        );
+
+        $connection = DriverManager::getConnection([
+            'driver' => 'pdo_sqlite',
+            'path' => __DIR__ . '/db.sqlite',
+        ], $config);
+
+        $entityManager = new EntityManager($connection, $config);
+
+        // Generate schema
+        $schemaTool = new SchemaTool($entityManager);
+        $schemaTool->createSchema($entityManager->getMetadataFactory()->getAllMetadata());
+
+        $this->entityManager = $entityManager;
+    }
+
+    public function testAutoMapping(): void
+    {
+        $book = new Book();
+
+        $this->entityManager->persist($book);
+        $this->entityManager->flush();
+
+        $this->assertNotNull($book->id);
+
+        $bookArray = $this->autoMapper->map($book, 'array');
+        $bookArray['author'] = 'John Doe';
+
+        $this->autoMapper->map($bookArray, Book::class);
+        $this->entityManager->flush();
+        $this->entityManager->clear();
+
+        $book = $this->entityManager->find(Book::class, $book->id);
+
+        $this->assertEquals('John Doe', $book->author);
+    }
+}
diff --git a/tests/Doctrine/Entity/Book.php b/tests/Doctrine/Entity/Book.php
new file mode 100644
index 00000000..2dbf5363
--- /dev/null
+++ b/tests/Doctrine/Entity/Book.php
@@ -0,0 +1,36 @@
+<?php
+
+declare(strict_types=1);
+
+namespace AutoMapper\Tests\Doctrine\Entity;
+
+use Doctrine\Common\Collections\ArrayCollection;
+use Doctrine\Common\Collections\Collection;
+use Doctrine\ORM\Mapping as ORM;
+
+#[ORM\Entity]
+class Book
+{
+    #[ORM\Id]
+    #[ORM\Column(type: 'integer')]
+    #[ORM\GeneratedValue]
+    public ?int $id = null;
+
+    #[ORM\Column(type: 'string')]
+    public string $title = '';
+
+    #[ORM\Column(type: 'string')]
+    public string $description = '';
+
+    #[ORM\Column(type: 'string')]
+    public string $author = '';
+
+    #[ORM\OneToMany(targetEntity: Review::class, mappedBy: 'book', cascade: ['persist', 'remove'])]
+    /** @var Collection<int, Review> */
+    public Collection $reviews;
+
+    public function __construct()
+    {
+        $this->reviews = new ArrayCollection();
+    }
+}
diff --git a/tests/Doctrine/Entity/Review.php b/tests/Doctrine/Entity/Review.php
new file mode 100644
index 00000000..e122a82e
--- /dev/null
+++ b/tests/Doctrine/Entity/Review.php
@@ -0,0 +1,30 @@
+<?php
+
+declare(strict_types=1);
+
+namespace AutoMapper\Tests\Doctrine\Entity;
+
+use Doctrine\ORM\Mapping as ORM;
+
+#[ORM\Entity]
+class Review
+{
+    #[ORM\Id, ORM\GeneratedValue]
+    #[ORM\Column(type: 'integer')]
+    private ?int $id = null;
+
+    #[ORM\Column(type: 'integer')]
+    public int $rating = 0;
+
+    #[ORM\Column(type: 'string')]
+    public string $body = '';
+
+    #[ORM\Column(type: 'string')]
+    public string $author = '';
+
+    #[ORM\Column(type: 'datetime')]
+    public \DateTimeImmutable $publicationDate;
+
+    #[ORM\ManyToOne(targetEntity: Book::class, inversedBy: 'reviews')]
+    public Book $book;
+}