diff --git a/.github/workflows/license-check.yml b/.github/workflows/license-check.yml
index 659f41b1b..d80f7fe22 100644
--- a/.github/workflows/license-check.yml
+++ b/.github/workflows/license-check.yml
@@ -50,8 +50,11 @@ jobs:
         with:
           requirements: "backend/requirements-all.txt"
           fail: "Copyleft,Other,Error"
-          exclude: '(envier.*0\.5\.0|psycopg2.*2\.9\.3|fqdn.*1\.5\.1|pyzmq.*25\.1\.2|debugpy.*1\.6\.7|certifi.*2024\.8\.30|tqdm.*4\.67\..*|webencodings.*0\.5\.1|torch.*1\.10\.2.*|torch.*1\.11\.0.*|pytorch-ignite.*0\.4\.10.*|torchaudio.*0\.11\.0.*|torchvision.*0\.12\.0.*|terminado.*0\.15\.0|qudida.*0\.0\.4|expiringdict.*1\.2\.2|botocore.*1\.29\.80|orderedmultidict.*1\.0\.1|deepchecks.*)'
+          exclude: '(category_encoders.*2\.7\..*|attrs.*25\.1\..*|referencing.*0\.36\..*|envier.*0\.5\.0|psycopg2.*2\.9\.3|fqdn.*1\.5\.1|pyzmq.*25\.1\.2|debugpy.*1\.6\.7|certifi.*2025\.1\.31|tqdm.*4\.67\..*|webencodings.*0\.5\.1|torch.*1\.10\.2.*|torch.*1\.11\.0.*|pytorch-ignite.*0\.4\.10.*|torchaudio.*0\.11\.0.*|torchvision.*0\.12\.0.*|terminado.*0\.15\.0|qudida.*0\.0\.4|expiringdict.*1\.2\.2|botocore.*1\.29\.80|orderedmultidict.*1\.0\.1|deepchecks.*)'
           # psycopg2 is LGPL 2
+          # category_encoders is BSD https://github.com/scikit-learn-contrib/category_encoders/tree/master?tab=BSD-3-Clause-1-ov-file
+          # attrs is MIT https://github.com/python-attrs/attrs/blob/main/LICENSE
+          # referencing is MIT https://github.com/python-jsonschema/referencing?tab=MIT-1-ov-file
           # pyzmq is Revised BSD https://github.com/zeromq/pyzmq/blob/main/examples/LICENSE
           # debugpy is MIT https://github.com/microsoft/debugpy/blob/main/LICENSE
           # certifi is MPL-2.0 https://github.com/certifi/python-certifi/blob/master/LICENSE
diff --git a/backend/deepchecks_monitoring/bgtasks/alert_task.py b/backend/deepchecks_monitoring/bgtasks/alert_task.py
index 9f2b2a250..396e75950 100644
--- a/backend/deepchecks_monitoring/bgtasks/alert_task.py
+++ b/backend/deepchecks_monitoring/bgtasks/alert_task.py
@@ -112,7 +112,7 @@ async def execute_monitor(
         logger: t.Optional[logging.Logger] = None,
 ) -> t.List[Alert]:
     """Execute monitor alert rules."""
-    logger = logger or logging.getLogger('monitor-executor')
+    logger = logger or configure_logger('monitor-executor')
     logger.info('Execution of Monitor(id:%s) for timestamp %s', monitor_id, timestamp)
 
     monitor = t.cast(Monitor, await session.scalar(
diff --git a/backend/deepchecks_monitoring/bgtasks/scheduler.py b/backend/deepchecks_monitoring/bgtasks/scheduler.py
index 7cedb3b31..cc2738f55 100644
--- a/backend/deepchecks_monitoring/bgtasks/scheduler.py
+++ b/backend/deepchecks_monitoring/bgtasks/scheduler.py
@@ -67,7 +67,7 @@ def __init__(
         self.engine = engine
         self.async_session_factory = sessionmaker(engine, class_=AsyncSession, expire_on_commit=False)
         self.sleep_seconds = sleep_seconds
-        self.logger = logger or logging.getLogger('alerts-scheduler')
+        self.logger = logger or configure_logger('alerts-scheduler')
 
     async def run(self):
         """Start alert scheduler."""
diff --git a/backend/deepchecks_monitoring/ee/integrations/slack.py b/backend/deepchecks_monitoring/ee/integrations/slack.py
index ecb61c669..be29c3c96 100644
--- a/backend/deepchecks_monitoring/ee/integrations/slack.py
+++ b/backend/deepchecks_monitoring/ee/integrations/slack.py
@@ -14,6 +14,7 @@
 from deepchecks_monitoring.ee.config import SlackSettings
 from deepchecks_monitoring.monitoring_utils import CheckParameterTypeEnum as CheckParameterKind
 from deepchecks_monitoring.monitoring_utils import MonitorCheckConfSchema as MonitorConfig
+from deepchecks_monitoring.monitoring_utils import configure_logger
 from deepchecks_monitoring.schema_models import Alert, AlertRule, AlertSeverity, Check, Model, Monitor
 from deepchecks_monitoring.utils.alerts import prepare_alert_link
 from deepchecks_monitoring.utils.text import format_float
@@ -84,7 +85,7 @@ def __init__(
     ):
         self.settings = settings
         self.client = SlackClient()
-        self.logger = logger or logging.getLogger("slack.installation")
+        self.logger = logger or configure_logger("slack.installation")
         self.state_utils = OAuthStateUtils()
 
     def generate_authorization_url(self, state, redirect_path) -> str:
diff --git a/backend/deepchecks_monitoring/ee/middlewares.py b/backend/deepchecks_monitoring/ee/middlewares.py
index 2cd132883..d81feb1ee 100644
--- a/backend/deepchecks_monitoring/ee/middlewares.py
+++ b/backend/deepchecks_monitoring/ee/middlewares.py
@@ -19,6 +19,7 @@
 from starlette.types import ASGIApp, Message, Receive, Scope, Send
 
 from deepchecks_monitoring.exceptions import LicenseError
+from deepchecks_monitoring.monitoring_utils import configure_logger
 from deepchecks_monitoring.public_models import User
 from deepchecks_monitoring.utils.auth import CurrentUser
 
@@ -82,7 +83,7 @@ def __init__(
             log_stream_name=log_stream_name,
         )
         h.setLevel(logging.INFO)
-        self.logger = logging.getLogger("access-audit")
+        self.logger = configure_logger("access-audit")
         self.logger.addHandler(h)
         self.app = app
 
diff --git a/backend/deepchecks_monitoring/ee/resources.py b/backend/deepchecks_monitoring/ee/resources.py
index 45ebf0e27..0181a0218 100644
--- a/backend/deepchecks_monitoring/ee/resources.py
+++ b/backend/deepchecks_monitoring/ee/resources.py
@@ -18,6 +18,7 @@
 from deepchecks_monitoring.ee.notifications import AlertNotificator as EEAlertNotificator
 from deepchecks_monitoring.features_control import FeaturesControl
 from deepchecks_monitoring.integrations.email import EmailSender
+from deepchecks_monitoring.monitoring_utils import configure_logger
 from deepchecks_monitoring.public_models import User
 from deepchecks_monitoring.resources import ResourcesProvider as OpenSourceResourcesProvider
 
@@ -27,6 +28,8 @@
 
 __all__ = ["ResourcesProvider"]
 
+logger: logging.Logger = configure_logger("server")
+
 
 class ResourcesProvider(OpenSourceResourcesProvider):
     """Provider of resources."""
@@ -64,7 +67,7 @@ def get_features_control(self, user: User) -> FeaturesControl:
     def parallel_check_executors_pool(self) -> "ActorPool | None":
         parallel_check_executor_flag = self.settings.parallel_check_executor_flag
 
-        logging.getLogger("server").info({
+        logger.info({
             "mesage": f"'parallelCheckExecutorEnabled' is set to {parallel_check_executor_flag}"
         })
         if parallel_check_executor_flag:
diff --git a/backend/deepchecks_monitoring/integrations/email.py b/backend/deepchecks_monitoring/integrations/email.py
index be642e26c..7032f7592 100644
--- a/backend/deepchecks_monitoring/integrations/email.py
+++ b/backend/deepchecks_monitoring/integrations/email.py
@@ -21,12 +21,13 @@
 from typing_extensions import Self
 
 from deepchecks_monitoring.config import EmailSettings
+from deepchecks_monitoring.monitoring_utils import configure_logger
 
 # TODO: change this
 TEMPLATES_DIR = pathlib.Path(__file__).absolute().parent.parent / "templates"
 templates = Jinja2Templates(directory=str(TEMPLATES_DIR))
 
-logger: logging.Logger = logging.getLogger(__name__)
+logger: logging.Logger = configure_logger(__name__)
 
 
 class Recepient(BaseModel):
diff --git a/backend/deepchecks_monitoring/logic/model_logic.py b/backend/deepchecks_monitoring/logic/model_logic.py
index b8b417111..9963532fe 100644
--- a/backend/deepchecks_monitoring/logic/model_logic.py
+++ b/backend/deepchecks_monitoring/logic/model_logic.py
@@ -22,7 +22,8 @@
 from sqlalchemy.ext.asyncio import AsyncSession
 from sqlalchemy.orm import selectinload
 
-from deepchecks_monitoring.monitoring_utils import CheckParameterTypeEnum, MonitorCheckConfSchema, fetch_or_404
+from deepchecks_monitoring.monitoring_utils import (CheckParameterTypeEnum, MonitorCheckConfSchema, configure_logger,
+                                                    fetch_or_404)
 from deepchecks_monitoring.schema_models import Check, Model, ModelVersion
 from deepchecks_monitoring.schema_models.column_type import (SAMPLE_LABEL_COL, SAMPLE_PRED_COL, SAMPLE_PRED_PROBA_COL,
                                                              SAMPLE_TS_COL, ColumnType)
@@ -33,6 +34,8 @@
 
 DEFAULT_N_SAMPLES = 5000
 
+logger: logging.Logger = configure_logger('monitor_run_logger')
+
 
 async def get_model_versions_for_time_range(session: AsyncSession,
                                             model_id: int,
@@ -317,7 +320,7 @@ def run_deepchecks(
             if not (msg := getattr(e, 'message', None))
             else msg
         )
-        logging.getLogger('monitor_run_logger').exception(
+        logger.exception(
             'For model(id=%s) version(id=%s) check(%s) '
             'got exception: %s',
             model.id,
@@ -372,7 +375,7 @@ async def get_results_for_model_versions_for_reference(
         except errors.DeepchecksBaseError as e:
             message = f'For model(id={model.id}) version(id={model_version.id}) check({dp_check.name()}) ' \
                 f'got exception: {e.message}'
-            logging.getLogger('monitor_run_logger').error(message)
+            logger.error(message)
             curr_result = None
 
         reduced_outs.append({'result': curr_result})
diff --git a/backend/deepchecks_monitoring/notifications.py b/backend/deepchecks_monitoring/notifications.py
index f386f180d..03e864dfb 100644
--- a/backend/deepchecks_monitoring/notifications.py
+++ b/backend/deepchecks_monitoring/notifications.py
@@ -19,6 +19,7 @@
 from typing_extensions import Self
 
 from deepchecks_monitoring import __version__
+from deepchecks_monitoring.monitoring_utils import configure_logger
 from deepchecks_monitoring.public_models import Organization, User
 from deepchecks_monitoring.schema_models import Check, Model
 from deepchecks_monitoring.schema_models.alert import Alert
@@ -85,7 +86,7 @@ def __init__(
         self.alert_rule = alert_rule
         self.session = session
         self.resources_provider = resources_provider
-        self.logger = logger or logging.getLogger("alert-notificator")
+        self.logger = logger or configure_logger("alert-notificator")
 
     async def send_emails(self) -> bool:
         """Send notification emails."""
diff --git a/backend/deepchecks_monitoring/resources.py b/backend/deepchecks_monitoring/resources.py
index 1faa98e92..88919e50f 100644
--- a/backend/deepchecks_monitoring/resources.py
+++ b/backend/deepchecks_monitoring/resources.py
@@ -32,7 +32,7 @@
 from deepchecks_monitoring.features_control import FeaturesControl
 from deepchecks_monitoring.integrations.email import EmailSender
 from deepchecks_monitoring.logic.cache_functions import CacheFunctions
-from deepchecks_monitoring.monitoring_utils import ExtendedAsyncSession, json_dumps
+from deepchecks_monitoring.monitoring_utils import ExtendedAsyncSession, configure_logger, json_dumps
 from deepchecks_monitoring.notifications import AlertNotificator
 from deepchecks_monitoring.public_models import Organization
 from deepchecks_monitoring.public_models.user import User
@@ -42,6 +42,8 @@
 
 __all__ = ["ResourcesProvider"]
 
+logger: logging.Logger = configure_logger("server")
+
 
 class BaseResourcesProvider:
     """Base class for all resources provides."""
@@ -348,11 +350,11 @@ def parallel_check_executors_pool(self):
             import ray  # noqa
             from ray.util.actor_pool import ActorPool  # noqa
         except ImportError:
-            logging.getLogger("server").info({"message": "Ray is not installed"})
+            logger.info({"message": "Ray is not installed"})
             return
 
         if not ray.is_initialized():
-            logging.getLogger("server").info({
+            logger.info({
                 "message": "Ray is not initialized"
             })
             return
@@ -389,7 +391,7 @@ def shutdown_parallel_check_executors_pool(self):
         wait=tenacity.wait_fixed(1),
         retry=tenacity.retry_if_exception_type(KafkaError),
         reraise=True,
-        before_sleep=tenacity.before_sleep_log(logging.getLogger("server"), logging.WARNING),
+        before_sleep=tenacity.before_sleep_log(logger, logging.WARNING),
     )
     def ensure_kafka_topic(self, topic_name, num_partitions=1) -> bool:
         """Ensure that kafka topic exist. If not, creating it.
@@ -462,14 +464,14 @@ def _get_mixpanel_event_reporter(self) -> MixpanelEventReporter | None:
         if mixpanel is not None:
             return mixpanel
         if self.settings.enable_analytics is False:
-            logging.getLogger("server").warning({"message": "Analytics gathering is disabled"})
+            logger.warning({"message": "Analytics gathering is disabled"})
             return
         if token := self.settings.mixpanel_id:
             mixpanel = MixpanelEventReporter.from_token(token)
             self._mixpanel_event_reporter = mixpanel
             return mixpanel
 
-        logging.getLogger("server").warning({"message": "Mixpanel token is not provided"})
+        logger.warning({"message": "Mixpanel token is not provided"})
 
     def get_features_control(self, user: User) -> FeaturesControl:  # pylint: disable=unused-argument
         """Return features control."""
diff --git a/backend/deepchecks_monitoring/schema_models/alert_webhook.py b/backend/deepchecks_monitoring/schema_models/alert_webhook.py
index ec0cefc63..4145b6981 100644
--- a/backend/deepchecks_monitoring/schema_models/alert_webhook.py
+++ b/backend/deepchecks_monitoring/schema_models/alert_webhook.py
@@ -11,7 +11,7 @@
 from pydantic import AnyUrl, BaseModel, validator
 from sqlalchemy.dialects.postgresql import JSONB
 
-from deepchecks_monitoring.monitoring_utils import MetadataMixin
+from deepchecks_monitoring.monitoring_utils import MetadataMixin, configure_logger
 from deepchecks_monitoring.schema_models import Base
 from deepchecks_monitoring.utils.alerts import AlertSeverity
 
@@ -157,7 +157,7 @@ async def execute(
             True - if webhook executes succesfully
             False - if webhook execution fails or request returns not successful response status
         """
-        logger = logger or logging.getLogger(f"webhook-{self.name}")
+        logger = logger or configure_logger(f"webhook-{self.name}")
 
         if alert.alert_rule.alert_severity not in self.notification_levels:
             logger.info(
diff --git a/backend/deepchecks_monitoring/utils/database.py b/backend/deepchecks_monitoring/utils/database.py
index 029b23b8d..2d398f571 100644
--- a/backend/deepchecks_monitoring/utils/database.py
+++ b/backend/deepchecks_monitoring/utils/database.py
@@ -13,6 +13,8 @@
 from sqlalchemy.orm import Session
 from sqlalchemy.schema import CreateSchema, DDLElement
 
+from deepchecks_monitoring.monitoring_utils import configure_logger
+
 __all__ = ["SchemaBuilder", "attach_schema_switcher_listener", "attach_schema_switcher",
            "sqlalchemy_exception_to_asyncpg_exception"]
 
@@ -139,7 +141,7 @@ def __init__(
         self.name = name
         self.metadata = metadata
         self.migrations_location = migrations_location
-        self.logger = logger or logging.getLogger("schema-builder")
+        self.logger = logger or configure_logger("schema-builder")
 
     async def create(self, engine: AsyncEngine):
         """Create schema."""
diff --git a/backend/deepchecks_monitoring/utils/mixpanel.py b/backend/deepchecks_monitoring/utils/mixpanel.py
index e77a6cda3..f2470b4ca 100644
--- a/backend/deepchecks_monitoring/utils/mixpanel.py
+++ b/backend/deepchecks_monitoring/utils/mixpanel.py
@@ -13,7 +13,7 @@
 
 import deepchecks_monitoring
 from deepchecks_monitoring.config import Settings
-from deepchecks_monitoring.monitoring_utils import OperatorsEnum
+from deepchecks_monitoring.monitoring_utils import OperatorsEnum, configure_logger
 from deepchecks_monitoring.public_models.organization import OrgTier
 from deepchecks_monitoring.public_models.user import User
 from deepchecks_monitoring.schema_models import Alert, AlertRule, Check, Model, ModelVersion, Monitor
@@ -655,7 +655,7 @@ def __init__(
     ):
         self.mixpanel = mixpanel
         self.supress_errors = supress_errors
-        self.logger = logger or logging.getLogger(type(self).__name__)
+        self.logger = logger or configure_logger(type(self).__name__)
 
     def report(
         self,
diff --git a/backend/requirements.txt b/backend/requirements.txt
index b2c7e80b4..df06960f7 100644
--- a/backend/requirements.txt
+++ b/backend/requirements.txt
@@ -18,7 +18,7 @@ confluent-kafka==2.3.0
 kafka-python==2.0.2
 uvloop==0.17.0
 nbformat>=5.4.0,<6
-deepchecks@git+https://github.com/deepchecks/deepchecks.git@main
+deepchecks@git+https://github.com/deepchecks/deepchecks.git@8c15865aaebc7f73faeb0939d07fa982d646b2c4
 redis[hiredis]~=4.6.0
 pandas~=2.1.0
 pyjwt[crypto]==2.4.0
@@ -38,4 +38,5 @@ python-json-logger~=2.0.7
 mixpanel==4.10.0
 typing_extensions~=4.12.0
 tenacity~=8.5.0
-pyarrow==14.0.2
\ No newline at end of file
+pyarrow==14.0.2
+plotly>=5.13.1,<6
\ No newline at end of file