diff --git a/Makefile b/Makefile
index 659af782..fe5a560e 100644
--- a/Makefile
+++ b/Makefile
@@ -54,6 +54,7 @@ integration-tests:
 	DATA_API_ROOT_URL=https://data.localhost.ai \
 	TEST_API_KEY='' \
 	TEST_BEARER_TOKEN='' \
+	TEST_COMPANY_ID='-1' \
 	coverage run -m pytest --vcr-record=none $(test_path)
 
 ## coverage: Display code coverage in the console.
diff --git a/setup.cfg b/setup.cfg
index addc8de2..bfe79078 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -15,7 +15,7 @@ parallel = True
 
 [coverage:report]
 precision = 2
-fail_under = 98.45
+fail_under = 98.47
 skip_covered = True
 show_missing = True
 exclude_lines =
diff --git a/src/corva/api_adapter.py b/src/corva/api_adapter.py
index 3a79aca5..fcefc3be 100644
--- a/src/corva/api_adapter.py
+++ b/src/corva/api_adapter.py
@@ -158,6 +158,31 @@ def insert(
 
         return InsertResult.parse_obj(response.json())
 
+    def replace(self, provider: str, dataset: str, id_: str, *, document: dict) -> dict:
+        """Replaces all document data.
+
+        Replace all document data using the endpoint PUT
+            'data/{provider}/{dataset}/{id}/'.
+
+        Args:
+            provider: company name owning the dataset.
+            dataset: dataset name.
+            id_: document id to replace.
+            document: new document data.
+
+        Raises:
+            httpx.HTTPStatusError: if request was unsuccessful.
+
+        Returns:
+            Updated document.
+        """
+
+        response = self.http.put(url=f"data/{provider}/{dataset}/{id_}/", json=document)
+
+        response.raise_for_status()
+
+        return response.json()
+
 
 class PlatformApiV1Sdk:
     def __init__(self, client: httpx.Client):
diff --git a/src/corva/configuration.py b/src/corva/configuration.py
index 42552747..128180cc 100644
--- a/src/corva/configuration.py
+++ b/src/corva/configuration.py
@@ -44,3 +44,9 @@ def get_test_dataset() -> str:
     """Dataset for testing"""
 
     return os.environ['TEST_DATASET']
+
+
+def get_test_company_id() -> int:
+    """Company id for testing"""
+
+    return int(os.environ['TEST_COMPANY_ID'])
diff --git a/tests/integration/cassettes/TestUserApiSdk.test_replace.yaml b/tests/integration/cassettes/TestUserApiSdk.test_replace.yaml
new file mode 100644
index 00000000..149b542d
--- /dev/null
+++ b/tests/integration/cassettes/TestUserApiSdk.test_replace.yaml
@@ -0,0 +1,320 @@
+interactions:
+- request:
+    body: '{"well": {"name": "deleteme-python-sdk-autotest-d4a1214c"}}'
+    headers:
+      accept:
+      - '*/*'
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      content-length:
+      - '59'
+      content-type:
+      - application/json
+      user-agent:
+      - python-httpx/0.22.0
+    method: POST
+    uri: null
+  response:
+    content: '{"data":{"id":"328568","type":"well","attributes":{"name":"deleteme-python-sdk-autotest-d4a1214c","status":"unknown","state":"planned"},"relationships":{}}}'
+    headers:
+      Cache-Control:
+      - max-age=0, private, must-revalidate
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json; charset=utf-8
+      Date:
+      - Mon, 23 May 2022 11:41:15 GMT
+      ETag:
+      - W/"11b6d1d9eb9720313d1fd72196df9595"
+      Referrer-Policy:
+      - strict-origin-when-cross-origin
+      Server:
+      - nginx/1.18.0
+      Transfer-Encoding:
+      - chunked
+      Vary:
+      - Origin
+      X-Content-Type-Options:
+      - nosniff
+      X-Download-Options:
+      - noopen
+      X-Frame-Options:
+      - SAMEORIGIN
+      X-Permitted-Cross-Domain-Policies:
+      - none
+      X-Rack-CORS:
+      - miss; no-origin
+      X-Request-Id:
+      - ce585d4e-d4dc-47bb-9f2a-f109e6a3a59b
+      X-Runtime:
+      - '0.101889'
+      X-XSS-Protection:
+      - 1; mode=block
+    http_version: HTTP/1.1
+    status_code: 200
+- request:
+    body: ''
+    headers:
+      accept:
+      - '*/*'
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      user-agent:
+      - python-httpx/0.22.0
+    method: GET
+    uri: null
+  response:
+    content: '{"data":{"id":"328568","type":"well","attributes":{"asset_id":30719716},"relationships":{}}}'
+    headers:
+      Cache-Control:
+      - max-age=0, private, must-revalidate
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json; charset=utf-8
+      Date:
+      - Mon, 23 May 2022 11:41:15 GMT
+      ETag:
+      - W/"b161ea51687ef8fd4b47fd4dc1ca754d"
+      Referrer-Policy:
+      - strict-origin-when-cross-origin
+      Server:
+      - nginx/1.18.0
+      Transfer-Encoding:
+      - chunked
+      Vary:
+      - Origin
+      X-Content-Type-Options:
+      - nosniff
+      X-Download-Options:
+      - noopen
+      X-Frame-Options:
+      - SAMEORIGIN
+      X-Permitted-Cross-Domain-Policies:
+      - none
+      X-Rack-CORS:
+      - miss; no-origin
+      X-Request-Id:
+      - 05e9b6f6-ab30-4478-8f0d-dfe7e7679ac7
+      X-Runtime:
+      - '0.044065'
+      X-XSS-Protection:
+      - 1; mode=block
+    http_version: HTTP/1.1
+    status_code: 200
+- request:
+    body: ''
+    headers:
+      accept:
+      - '*/*'
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      user-agent:
+      - python-httpx/0.22.0
+    method: DELETE
+    uri: null
+  response:
+    content: '{"deleted_count":0}'
+    headers:
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '19'
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 23 May 2022 11:41:16 GMT
+      server:
+      - uvicorn
+    http_version: HTTP/1.1
+    status_code: 200
+- request:
+    body: '[{"asset_id": 30719716, "version": 1, "data": {"k1": "v1"}, "timestamp":
+      10}]'
+    headers:
+      accept:
+      - '*/*'
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      content-length:
+      - '77'
+      content-type:
+      - application/json
+      user-agent:
+      - python-httpx/0.22.0
+    method: POST
+    uri: null
+  response:
+    content: '{"inserted_ids":["628b72dcd6aff355ccea8b78"],"failed_count":0,"messages":[]}'
+    headers:
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '76'
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 23 May 2022 11:41:16 GMT
+      server:
+      - uvicorn
+    http_version: HTTP/1.1
+    status_code: 200
+- request:
+    body: '{"data": {"k2": "v2"}, "version": 2, "company_id": 80, "timestamp": 11,
+      "asset_id": 30719716}'
+    headers:
+      accept:
+      - '*/*'
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      content-length:
+      - '93'
+      content-type:
+      - application/json
+      user-agent:
+      - python-httpx/0.22.0
+      x-corva-app:
+      - python-sdk-autotest-2022-05-23 11:41:14+00:00
+    method: PUT
+    uri: null
+  response:
+    content: '{"_id":"628b72dcd6aff355ccea8b78","company_id":80,"asset_id":30719716,"version":2,"provider":"big-data-energy","collection":"python-sdk-autotests","data":{"k2":"v2"},"timestamp":11,"app_key":"big-data-energy.python_sdk_app_for_autotests"}'
+    headers:
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '238'
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 23 May 2022 11:41:17 GMT
+      server:
+      - uvicorn
+    http_version: HTTP/1.1
+    status_code: 200
+- request:
+    body: ''
+    headers:
+      accept:
+      - '*/*'
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      user-agent:
+      - python-httpx/0.22.0
+    method: GET
+    uri: null
+  response:
+    content: '{"_id":"628b72dcd6aff355ccea8b78","company_id":80,"asset_id":30719716,"version":2,"provider":"big-data-energy","collection":"python-sdk-autotests","data":{"k2":"v2"},"timestamp":11,"app_key":"big-data-energy.python_sdk_app_for_autotests"}'
+    headers:
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '238'
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 23 May 2022 11:41:17 GMT
+      server:
+      - uvicorn
+    http_version: HTTP/1.1
+    status_code: 200
+- request:
+    body: ''
+    headers:
+      accept:
+      - '*/*'
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      user-agent:
+      - python-httpx/0.22.0
+    method: DELETE
+    uri: null
+  response:
+    content: '{"status":"deleted"}'
+    headers:
+      Cache-Control:
+      - max-age=0, private, must-revalidate
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json; charset=utf-8
+      Date:
+      - Mon, 23 May 2022 11:41:18 GMT
+      ETag:
+      - W/"4df20f95e824b2af44a61642d88daaf0"
+      Referrer-Policy:
+      - strict-origin-when-cross-origin
+      Server:
+      - nginx/1.18.0
+      Transfer-Encoding:
+      - chunked
+      Vary:
+      - Origin
+      X-Content-Type-Options:
+      - nosniff
+      X-Download-Options:
+      - noopen
+      X-Frame-Options:
+      - SAMEORIGIN
+      X-Permitted-Cross-Domain-Policies:
+      - none
+      X-Rack-CORS:
+      - miss; no-origin
+      X-Request-Id:
+      - db6d7a71-cce6-4279-8050-eb7c52cecd26
+      X-Runtime:
+      - '0.073215'
+      X-XSS-Protection:
+      - 1; mode=block
+    http_version: HTTP/1.1
+    status_code: 200
+- request:
+    body: ''
+    headers:
+      accept:
+      - '*/*'
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      user-agent:
+      - python-httpx/0.22.0
+    method: DELETE
+    uri: null
+  response:
+    content: '{"deleted_count":1}'
+    headers:
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '19'
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 23 May 2022 11:41:18 GMT
+      server:
+      - uvicorn
+    http_version: HTTP/1.1
+    status_code: 200
+version: 1
diff --git a/tests/integration/test_api.py b/tests/integration/test_api.py
index 411b0421..73fcd46f 100644
--- a/tests/integration/test_api.py
+++ b/tests/integration/test_api.py
@@ -153,6 +153,11 @@ def dataset() -> str:
     return corva.configuration.get_test_dataset()
 
 
+@pytest.fixture(scope='module')
+def company_id() -> int:
+    return corva.configuration.get_test_company_id()
+
+
 @pytest.fixture(scope='module')
 def app_key() -> str:
     now = datetime.datetime.now(tz=datetime.timezone.utc).replace(microsecond=0)
@@ -326,3 +331,52 @@ def test_insert(
             collection = response.json()
 
         assert len(collection) == 2
+
+    @pytest.mark.vcr
+    def test_replace(
+        self,
+        setup_: Iterable[int],
+        sdk: corva.api_adapter.UserApiSdk,
+        dataset: str,
+        provider: str,
+        company_id: int,
+        data: httpx.Client,
+    ):
+        with setup_ as asset_id:
+            response = data.post(
+                f'data/{provider}/{dataset}/',
+                json=[
+                    {
+                        "asset_id": asset_id,
+                        "version": 1,
+                        "data": {"k1": "v1"},
+                        "timestamp": 10,
+                    },
+                ],
+            )
+            response.raise_for_status()
+            id_ = response.json()['inserted_ids'][0]
+
+            with sdk as s:
+                s.data.v1.replace(
+                    provider=provider,
+                    dataset=dataset,
+                    id_=id_,
+                    document={
+                        'data': {'k2': 'v2'},
+                        'version': 2,
+                        'company_id': company_id,
+                        'timestamp': 11,
+                        'asset_id': asset_id,
+                    },
+                )
+
+            response = data.get(
+                url=f"data/{provider}/{dataset}/{id_}/",
+            )
+            response.raise_for_status()
+            document_after_replace = response.json()
+
+        assert document_after_replace['data'] == {'k2': 'v2'}
+        assert document_after_replace['version'] == 2
+        assert document_after_replace['timestamp'] == 11