diff --git a/.idea/api-to-dataframe.iml b/.idea/api-to-dataframe.iml
index 93a27a2..c33ac7c 100644
--- a/.idea/api-to-dataframe.iml
+++ b/.idea/api-to-dataframe.iml
@@ -5,7 +5,7 @@
       <sourceFolder url="file://$MODULE_DIR$/src" isTestSource="false" />
       <excludeFolder url="file://$MODULE_DIR$/.venv" />
     </content>
-    <orderEntry type="jdk" jdkName="Python 3.11 virtualenv at ~/Library/Caches/pypoetry/virtualenvs/api-to-dataframe-N1kUY9wS-py3.11" jdkType="Python SDK" />
+    <orderEntry type="jdk" jdkName="Python 3.11 (api-to-dataframe)" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
   <component name="TestRunnerService">
diff --git a/.idea/misc.xml b/.idea/misc.xml
index 65a64f4..e4d9502 100644
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@@ -3,5 +3,5 @@
   <component name="Black">
     <option name="sdkName" value="Python 3.9 (api-to-dataframe)" />
   </component>
-  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.11 virtualenv at ~/Library/Caches/pypoetry/virtualenvs/api-to-dataframe-N1kUY9wS-py3.11" project-jdk-type="Python SDK" />
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.11 (api-to-dataframe)" project-jdk-type="Python SDK" />
 </project>
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index 327589e..468c7a3 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,5 +1,18 @@
 # This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
+files = [
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+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
 [[package]]
 name = "astroid"
 version = "3.3.8"
@@ -66,15 +79,15 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 groups = ["main", "dev"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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+    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
+    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
 ]
 
 [[package]]
@@ -211,95 +224,99 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.6.10"
+version = "7.6.12"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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 toml = ["tomli"]
 
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 test = ["pytest (>=6)"]
 
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+
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-version = "3.3.3"
+version = "3.3.4"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.9.0"
 groups = ["dev"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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 [package.dependencies]
@@ -837,7 +1345,7 @@ dill = [
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     {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
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-isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
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 mccabe = ">=0.6,<0.8"
 platformdirs = ">=2.2.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
@@ -850,15 +1358,15 @@ testutils = ["gitpython (>3)"]
 
 [[package]]
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+version = "8.3.5"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
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 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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 ]
 
 [package.dependencies]
@@ -890,15 +1398,15 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2024.2"
+version = "2025.1"
 description = "World timezone definitions, modern and historical"
 optional = false
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 groups = ["main"]
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 [[package]]
@@ -1084,24 +1592,24 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
-markers = "python_version < \"3.11\""
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 ]
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 [[package]]
 name = "tzdata"
-version = "2024.2"
+version = "2025.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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 ]
 
 [[package]]
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 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
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+]
+
+[[package]]
+name = "zipp"
+version = "3.21.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
+files = [
+    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
+
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.9"
-content-hash = "a16d4407bb71066353cd3fc30169df7cdfb1bd786828ad398af082f2523a890a"
+content-hash = "8fc40c2fc583487e59a9535d1b5eac98d65842d4b348cc6296f948eea3046a0a"
diff --git a/pyproject.toml b/pyproject.toml
index a4a19f1..f49409d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "api-to-dataframe"
-version = "1.3.13"
+version = "1.4.0"
 description = "A package to convert API responses to pandas dataframe"
 authors = ["IvanildoBarauna <ivanildo.jnr@outlook.com>"]
 readme = "README.md"
@@ -27,7 +27,7 @@ python = "^3.9"
 pandas = "^2.2.3"
 requests = "^2.32.3"
 logging = "^0.4.9.6"
-datadog = "^0.50.2"
+otel-wrapper = "^0.0.1"
 
 [tool.poetry.group.dev.dependencies]
 poetry-dynamic-versioning = "^1.3.0"
diff --git a/src/api_to_dataframe/controller/client_builder.py b/src/api_to_dataframe/controller/client_builder.py
index ddb974a..35e2ed6 100644
--- a/src/api_to_dataframe/controller/client_builder.py
+++ b/src/api_to_dataframe/controller/client_builder.py
@@ -1,7 +1,7 @@
 from api_to_dataframe.models.retainer import retry_strategies, Strategies
 from api_to_dataframe.models.get_data import GetData
-from api_to_dataframe.utils.logger import log, LogLevel
-from api_to_dataframe.utils.metrics import MetricsClient
+from api_to_dataframe.utils.logger import logger
+from otel_wrapper import OpenObservability
 
 
 class ClientBuilder:
@@ -35,16 +35,16 @@ def __init__(  # pylint: disable=too-many-positional-arguments,too-many-argument
         if headers is None:
             headers = {}
         if endpoint == "":
-            log("endpoint param is mandatory", LogLevel.ERROR)
+            logger.error("endpoint cannot be an empty string")
             raise ValueError
         if not isinstance(retries, int) or retries < 0:
-            log("retries must be a non-negative integer", LogLevel.ERROR)
+            logger.error("retries must be a non-negative integer")
             raise ValueError
         if not isinstance(initial_delay, int) or initial_delay < 0:
-            log("delay must be a non-negative integer", LogLevel.ERROR)
+            logger.error("initial_delay must be a non-negative integer")
             raise ValueError
         if not isinstance(connection_timeout, int) or connection_timeout < 0:
-            log("connection_timeout must be a non-negative integer", LogLevel.ERROR)
+            logger.error("connection_timeout must be a non-negative integer")
             raise ValueError
 
         self.endpoint = endpoint
@@ -53,10 +53,9 @@ def __init__(  # pylint: disable=too-many-positional-arguments,too-many-argument
         self.headers = headers
         self.retries = retries
         self.delay = initial_delay
-        self.metrics_client = MetricsClient()
-
-        self.metrics_client.increment("builded_client")
-
+        self._o11y_wrapper = OpenObservability(application_name="api-to-dataframe").get_wrapper()
+        self._traces = self._o11y_wrapper.traces()
+        self._tracer = self._traces.get_tracer()
 
     @retry_strategies
     def get_api_data(self):
@@ -71,16 +70,15 @@ def get_api_data(self):
             dict: The JSON response from the API as a dictionary.
         """
 
-        self.metrics_client.increment("get_api_data_attempt")
-
-        response = GetData.get_response(
-            endpoint=self.endpoint,
-            headers=self.headers,
-            connection_timeout=self.connection_timeout,
-        )
+        with self._tracer.start_as_current_span("get_last_quote") as span:
+            span.set_attribute("endpoint", self.endpoint)
 
+            response = GetData.get_response(
+                endpoint=self.endpoint,
+                headers=self.headers,
+                connection_timeout=self.connection_timeout,
+            )
 
-        self.metrics_client.increment("get_api_data_success")
 
         return response.json()
 
@@ -99,9 +97,7 @@ def api_to_dataframe(response: dict):
         Returns:
             DataFrame: A pandas DataFrame containing the data from the API response.
         """
-        MetricsClient().increment("api_to_dataframe_attempt")
 
         df = GetData.to_dataframe(response)
 
-        MetricsClient().increment("api_to_dataframe_success")
         return df
diff --git a/src/api_to_dataframe/models/get_data.py b/src/api_to_dataframe/models/get_data.py
index 3774e3a..c22bc30 100644
--- a/src/api_to_dataframe/models/get_data.py
+++ b/src/api_to_dataframe/models/get_data.py
@@ -1,8 +1,6 @@
 import requests
 import pandas as pd
 
-from api_to_dataframe.utils.logger import log, LogLevel
-
 
 class GetData:
     @staticmethod
@@ -16,13 +14,11 @@ def to_dataframe(response):
         try:
             df = pd.DataFrame(response)
         except Exception as err:
-            log(f"Error serializing to dataframe: {err}", LogLevel.ERROR)
             raise TypeError(
                 f"Invalid response for transform in dataframe: {err}"
             ) from err
 
         if df.empty:
-            log("DataFrame is empty", LogLevel.ERROR)
             raise ValueError("::: DataFrame is empty :::")
 
         return df
diff --git a/src/api_to_dataframe/models/retainer.py b/src/api_to_dataframe/models/retainer.py
index 4f1c309..d149891 100644
--- a/src/api_to_dataframe/models/retainer.py
+++ b/src/api_to_dataframe/models/retainer.py
@@ -2,7 +2,7 @@
 from enum import Enum
 
 from requests.exceptions import RequestException
-from api_to_dataframe.utils.logger import log, LogLevel
+from api_to_dataframe.utils.logger import logger
 from api_to_dataframe.utils import Constants
 
 
@@ -18,11 +18,7 @@ def wrapper(*args, **kwargs):  # pylint: disable=inconsistent-return-statements
         while retry_number < args[0].retries:
             try:
                 if retry_number > 0:
-                    log(
-                        f"Trying for the {retry_number} of {Constants.MAX_OF_RETRIES} retries. "
-                        f"Using {args[0].retry_strategy}",
-                        LogLevel.INFO,
-                    )
+                    logger.info(f"Trying for the {retry_number} of {Constants.MAX_OF_RETRIES} retries. Using {args[0].retry_strategy}")
                 return func(*args, **kwargs)
             except RequestException as e:
                 retry_number += 1
@@ -35,10 +31,7 @@ def wrapper(*args, **kwargs):  # pylint: disable=inconsistent-return-statements
                     time.sleep(args[0].delay * retry_number)
 
                 if retry_number in (args[0].retries, Constants.MAX_OF_RETRIES):
-                    log(
-                        f"Failed after {retry_number} retries using {args[0].retry_strategy}",
-                        LogLevel.ERROR,
-                    )
+                    logger.error(f"Failed after {retry_number} retries")
                     raise e
 
     return wrapper
diff --git a/src/api_to_dataframe/utils/logger.py b/src/api_to_dataframe/utils/logger.py
index a27d609..8782a41 100644
--- a/src/api_to_dataframe/utils/logger.py
+++ b/src/api_to_dataframe/utils/logger.py
@@ -1,12 +1,4 @@
 import logging
-from enum import Enum
-
-
-class LogLevel(Enum):
-    INFO = logging.INFO
-    WARNING = logging.WARNING
-    ERROR = logging.ERROR
-
 
 # Configure logging once at the start of your program
 logging.basicConfig(
@@ -16,7 +8,4 @@ class LogLevel(Enum):
     level=logging.INFO,
 )
 
-
-def log(message: str, level: LogLevel):
-    logger = logging.getLogger("api-to-dataframe")
-    logger.log(level.value, message)
+logger = logging.getLogger("api-to-dataframe")
\ No newline at end of file
diff --git a/src/api_to_dataframe/utils/metrics.py b/src/api_to_dataframe/utils/metrics.py
deleted file mode 100644
index eb86df6..0000000
--- a/src/api_to_dataframe/utils/metrics.py
+++ /dev/null
@@ -1,19 +0,0 @@
-from datadog import initialize, statsd
-
-
-class MetricsClient:
-    def __init__(self) -> None:
-        self.options = options = {
-            "statsd_host": "node-metrics-ba28.ivanildobarauna.dev",
-            "statsd_port": 8125,
-        }
-        self.client = initialize(**options)
-        self.application_name = "api-to-dataframe"
-
-    def increment(
-        self, action: str, tags: list[str] = ["env:production"], value: float = 1.0
-    ):
-
-        tags.append(f"action:{action}")
-
-        statsd.increment(metric=self.application_name, tags=tags, value=value)