diff --git a/env.example b/env.example
index 176c22c28..9829314bb 100644
--- a/env.example
+++ b/env.example
@@ -5,9 +5,11 @@ SERVER_DOMAIN=localhost
 USE_LISTEN_PORT=81
 SERVICE_ACCOUNT_CREDS='Provide service account creds'
 
-# Integration testing variables (Optional)
+## Opentelemetry configuration variables (Optional)
+## Only otlp is supported
 # TRACING_EXPORT_FORMAT=otlp
 # LOGGING_EXPORT_FORMAT=otlp
-# TRACING_SERVICE_NAME=unique-name-testing
-# LOGGING_SERVICE_NAME=unique-name-testing
-# LOGGING_INSTANCE_NAME=unique-name-testing
\ No newline at end of file
+# TRACING_SERVICE_NAME=schematic-api
+# LOGGING_SERVICE_NAME=schematic-api
+## Other examples: dev, staging, prod
+# DEPLOYMENT_ENVIRONMENT=local
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index 0b87e58a1..1f198a588 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -35,13 +35,13 @@ dev = ["black", "docutils", "flake8", "ipython", "m2r", "mistune (<2.0.0)", "pyt
 
 [[package]]
 name = "anyio"
-version = "4.5.0"
+version = "4.6.2.post1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.5.0-py3-none-any.whl", hash = "sha256:fdeb095b7cc5a5563175eedd926ec4ae55413bb4be5770c424af0ba46ccb4a78"},
-    {file = "anyio-4.5.0.tar.gz", hash = "sha256:c5a275fe5ca0afd788001f58fca1e69e29ce706d746e317d660e21f70c530ef9"},
+    {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"},
+    {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"},
 ]
 
 [package.dependencies]
@@ -52,7 +52,7 @@ typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -449,101 +449,116 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.2"
+version = "3.4.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
@@ -888,13 +897,13 @@ dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
 [[package]]
 name = "dill"
-version = "0.3.8"
+version = "0.3.9"
 description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -903,13 +912,13 @@ profile = ["gprof2dot (>=2022.7.29)"]
 
 [[package]]
 name = "distlib"
-version = "0.3.8"
+version = "0.3.9"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
 files = [
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 [[package]]
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 [[package]]
 name = "google-api-core"
-version = "2.20.0"
+version = "2.21.0"
 description = "Google API client core library"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1100,6 +1109,7 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
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 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
@@ -1287,61 +1297,70 @@ vertica = ["sqlalchemy (>=1.3.18,<2.0.0)", "sqlalchemy-vertica-python (>=0.5.10)
 
 [[package]]
 name = "grpcio"
-version = "1.66.1"
+version = "1.67.0"
 description = "HTTP/2-based RPC framework"
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 python-versions = ">=3.8"
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 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
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 [[package]]
 name = "marshmallow"
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+version = "3.23.0"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
-python-versions = ">=3.8"
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 [package.dependencies]
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+tests = ["pytest", "simplejson"]
 
 [[package]]
 name = "matplotlib-inline"
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 ]
 
 [package.dependencies]
@@ -2198,6 +2223,7 @@ typing-extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
+faster-cache = ["orjson"]
 install-types = ["pip"]
 mypyc = ["setuptools (>=50)"]
 reports = ["lxml"]
@@ -2979,13 +3005,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.47"
+version = "3.0.48"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2993,13 +3019,13 @@ wcwidth = "*"
 
 [[package]]
 name = "proto-plus"
-version = "1.24.0"
+version = "1.25.0"
 description = "Beautiful, Pythonic protocol buffers."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3293,13 +3319,13 @@ test = ["flaky", "pretend", "pytest (>=3.0.1)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.1.4"
+version = "3.2.0"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
-python-versions = ">=3.6.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
@@ -3467,40 +3493,44 @@ files = [
 
 [[package]]
 name = "pywin32"
-version = "306"
+version = "308"
 description = "Python for Window Extensions"
 optional = false
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+    {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:e143ada795c341b56de9418c58d028989093ee611aa27ffb9b7f609c00d813ed"},
+    {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-win32.whl", hash = "sha256:beffaed67936fbbeffd10966a4eb53c402fafd3d6833770516bf7314bc6ffa12"},
+    {file = "ruamel.yaml.clib-0.2.12-cp39-cp39-win_amd64.whl", hash = "sha256:040ae85536960525ea62868b642bdb0c2cc6021c9f9d507810c0c604e66f5a7b"},
+    {file = "ruamel.yaml.clib-0.2.12.tar.gz", hash = "sha256:6c8fbb13ec503f99a91901ab46e0b07ae7941cd527393187039aec586fdfd36f"},
 ]
 
 [[package]]
@@ -4391,13 +4412,13 @@ Jinja2 = ">=2.0"
 
 [[package]]
 name = "synapseclient"
-version = "4.5.1"
+version = "4.6.0"
 description = "A client for Synapse, a collaborative, open-source research platform that allows teams to share data, track analyses, and collaborate."
 optional = false
-python-versions = ">=3.8"
+python-versions = "<3.13,>=3.9"
 files = [
-    {file = "synapseclient-4.5.1-py3-none-any.whl", hash = "sha256:527d06bb1804b797356564056f4be970daafe235b049b790d59cb69496928210"},
-    {file = "synapseclient-4.5.1.tar.gz", hash = "sha256:d259eec60de536198851883d2e1232a8219290712eadf88fc85e469b5d1fb35a"},
+    {file = "synapseclient-4.6.0-py3-none-any.whl", hash = "sha256:2da021585a6aa237a00fcca5992bc263523388c519d0b7e82525ba818bb5bd1b"},
+    {file = "synapseclient-4.6.0.tar.gz", hash = "sha256:0d6561b399b9ecec71f319c3c512c845e152179237816212cc42f928d67166b8"},
 ]
 
 [package.dependencies]
@@ -4422,7 +4443,7 @@ urllib3 = ">=1.26.18,<2"
 boto3 = ["boto3 (>=1.7.0,<2.0)"]
 dev = ["black", "flake8 (>=3.7.0,<4.0)", "func-timeout (>=4.3,<5.0)", "pandas (>=1.5,<3.0)", "pre-commit", "pytest (>=7.0.0,<8.0)", "pytest-asyncio (>=0.23.6,<1.0)", "pytest-cov (>=4.1.0,<4.2.0)", "pytest-mock (>=3.0,<4.0)", "pytest-rerunfailures (>=12.0,<13.0)", "pytest-socket (>=0.6.0,<0.7.0)", "pytest-xdist[psutil] (>=2.2,<3.0.0)"]
 docs = ["markdown-include (>=0.8.1,<0.9.0)", "mkdocs (>=1.5.3)", "mkdocs-material (>=9.4.14)", "mkdocs-open-in-new-tab (>=1.0.3,<1.1.0)", "mkdocstrings (>=0.24.0)", "mkdocstrings-python (>=1.7.5)", "termynal (>=0.11.1)"]
-pandas = ["numpy (<2.0.0)", "pandas (>=1.5,<3.0)"]
+pandas = ["pandas (>=1.5,<3.0)"]
 pysftp = ["pysftp (>=0.2.8,<0.3)"]
 tests = ["flake8 (>=3.7.0,<4.0)", "func-timeout (>=4.3,<5.0)", "pandas (>=1.5,<3.0)", "pytest (>=7.0.0,<8.0)", "pytest-asyncio (>=0.23.6,<1.0)", "pytest-cov (>=4.1.0,<4.2.0)", "pytest-mock (>=3.0,<4.0)", "pytest-rerunfailures (>=12.0,<13.0)", "pytest-socket (>=0.6.0,<0.7.0)", "pytest-xdist[psutil] (>=2.2,<3.0.0)"]
 
@@ -4464,13 +4485,13 @@ typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
 name = "tinycss2"
-version = "1.3.0"
+version = "1.4.0"
 description = "A tiny CSS parser"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tinycss2-1.3.0-py3-none-any.whl", hash = "sha256:54a8dbdffb334d536851be0226030e9505965bb2f30f21a4a82c55fb2a80fae7"},
-    {file = "tinycss2-1.3.0.tar.gz", hash = "sha256:152f9acabd296a8375fbca5b84c961ff95971fcfc32e79550c8df8e29118c54d"},
+    {file = "tinycss2-1.4.0-py3-none-any.whl", hash = "sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"},
+    {file = "tinycss2-1.4.0.tar.gz", hash = "sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7"},
 ]
 
 [package.dependencies]
@@ -4493,13 +4514,13 @@ files = [
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
+version = "2.0.2"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+    {file = "tomli-2.0.2-py3-none-any.whl", hash = "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38"},
+    {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"},
 ]
 
 [[package]]
@@ -4515,13 +4536,13 @@ files = [
 
 [[package]]
 name = "toolz"
-version = "0.12.1"
+version = "1.0.0"
 description = "List processing tools and functional utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "toolz-0.12.1-py3-none-any.whl", hash = "sha256:d22731364c07d72eea0a0ad45bafb2c2937ab6fd38a3507bf55eae8744aa7d85"},
-    {file = "toolz-0.12.1.tar.gz", hash = "sha256:ecca342664893f177a13dac0e6b41cbd8ac25a358e5f215316d43e2100224f4d"},
+    {file = "toolz-1.0.0-py3-none-any.whl", hash = "sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236"},
+    {file = "toolz-1.0.0.tar.gz", hash = "sha256:2c86e3d9a04798ac556793bced838816296a2f085017664e4995cb40a1047a02"},
 ]
 
 [[package]]
@@ -4581,13 +4602,13 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.9.0.20240906"
+version = "2.9.0.20241003"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-python-dateutil-2.9.0.20240906.tar.gz", hash = "sha256:9706c3b68284c25adffc47319ecc7947e5bb86b3773f843c73906fd598bc176e"},
-    {file = "types_python_dateutil-2.9.0.20240906-py3-none-any.whl", hash = "sha256:27c8cc2d058ccb14946eebcaaa503088f4f6dbc4fb6093d3d456a49aef2753f6"},
+    {file = "types-python-dateutil-2.9.0.20241003.tar.gz", hash = "sha256:58cb85449b2a56d6684e41aeefb4c4280631246a0da1a719bdbe6f3fb0317446"},
+    {file = "types_python_dateutil-2.9.0.20241003-py3-none-any.whl", hash = "sha256:250e1d8e80e7bbc3a6c99b907762711d1a1cdd00e978ad39cb5940f6f0a87f3d"},
 ]
 
 [[package]]
@@ -4618,13 +4639,13 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "tzdata"
-version = "2024.1"
+version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+    {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
+    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
 ]
 
 [[package]]
@@ -4687,23 +4708,23 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "uwsgi"
-version = "2.0.26"
+version = "2.0.27"
 description = "The uWSGI server"
 optional = true
 python-versions = "*"
 files = [
-    {file = "uwsgi-2.0.26.tar.gz", hash = "sha256:86e6bfcd4dc20529665f5b7777193cdc48622fb2c59f0a7f1e3dc32b3882e7f9"},
+    {file = "uwsgi-2.0.27.tar.gz", hash = "sha256:3ee5bfb7e6e9c93478c22aa8183eef35b95a2d5b14cca16172e67f135565c458"},
 ]
 
 [[package]]
 name = "virtualenv"
-version = "20.26.5"
+version = "20.27.0"
 description = "Virtual Python Environment builder"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "virtualenv-20.26.5-py3-none-any.whl", hash = "sha256:4f3ac17b81fba3ce3bd6f4ead2749a72da5929c01774948e243db9ba41df4ff6"},
-    {file = "virtualenv-20.26.5.tar.gz", hash = "sha256:ce489cac131aa58f4b25e321d6d186171f78e6cb13fafbf32a840cee67733ff4"},
+    {file = "virtualenv-20.27.0-py3-none-any.whl", hash = "sha256:44a72c29cceb0ee08f300b314848c86e57bf8d1f13107a5e671fb9274138d655"},
+    {file = "virtualenv-20.27.0.tar.gz", hash = "sha256:2ca56a68ed615b8fe4326d11a0dca5dfbe8fd68510fb6c6349163bed3c15f2b2"},
 ]
 
 [package.dependencies]
@@ -4901,4 +4922,4 @@ aws = ["uWSGI"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9.0,<3.11"
-content-hash = "e72a6816f0534115e5b8cd1c0e55e1e35778e4a059caebfc0b7c2bae96c65a59"
+content-hash = "38eaaeb34ea2fe3ba10c11767ba864c4dbab46ff425352256e4ba09ed2369430"
diff --git a/pyproject.toml b/pyproject.toml
index cccda5718..854c78c13 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,7 @@ pygsheets = "^2.0.4"
 PyYAML = "^6.0.0"
 rdflib = "^6.0.0"
 setuptools = "^66.0.0"
-synapseclient = "4.5.1"
+synapseclient = "4.6.0"
 tenacity = "^8.0.1"
 toml = "^0.10.2"
 great-expectations = "^0.15.0"
diff --git a/schematic/__init__.py b/schematic/__init__.py
index b336be701..8b5e924b1 100644
--- a/schematic/__init__.py
+++ b/schematic/__init__.py
@@ -3,10 +3,20 @@
 import time
 from typing import Dict, List
 
+import pkg_resources
 from opentelemetry import trace
-from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
+from opentelemetry._logs import set_logger_provider
+from opentelemetry.exporter.otlp.proto.grpc._log_exporter import OTLPLogExporter
+from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
 from opentelemetry.instrumentation.flask import FlaskInstrumentor
-from opentelemetry.sdk.resources import SERVICE_NAME, Resource
+from opentelemetry.sdk._logs import LoggerProvider, LoggingHandler
+from opentelemetry.sdk._logs.export import BatchLogRecordProcessor
+from opentelemetry.sdk.resources import (
+    DEPLOYMENT_ENVIRONMENT,
+    SERVICE_NAME,
+    SERVICE_VERSION,
+    Resource,
+)
 from opentelemetry.sdk.trace import TracerProvider
 from opentelemetry.sdk.trace.export import (
     BatchSpanProcessor,
@@ -48,10 +58,17 @@ def set_up_tracing() -> None:
     if tracing_export is not None and tracing_export:
         Synapse.enable_open_telemetry(True)
         tracing_service_name = os.environ.get("TRACING_SERVICE_NAME", "schematic-api")
-
+        deployment_environment = os.environ.get("DEPLOYMENT_ENVIRONMENT", "")
+        package_version = pkg_resources.get_distribution("schematicpy").version
         trace.set_tracer_provider(
             TracerProvider(
-                resource=Resource(attributes={SERVICE_NAME: tracing_service_name})
+                resource=Resource(
+                    attributes={
+                        SERVICE_NAME: tracing_service_name,
+                        SERVICE_VERSION: package_version,
+                        DEPLOYMENT_ENVIRONMENT: deployment_environment,
+                    }
+                )
             )
         )
         FlaskInstrumentor().instrument(
@@ -72,6 +89,28 @@ def set_up_tracing() -> None:
         trace.set_tracer_provider(TracerProvider(sampler=ALWAYS_OFF))
 
 
+def set_up_logging() -> None:
+    """Set up logging to export to OTLP."""
+    logging_export = os.environ.get("LOGGING_EXPORT_FORMAT", None)
+    logging_service_name = os.environ.get("LOGGING_SERVICE_NAME", "schematic-api")
+    deployment_environment = os.environ.get("DEPLOYMENT_ENVIRONMENT", "")
+    if logging_export == "otlp":
+        resource = Resource.create(
+            {
+                SERVICE_NAME: logging_service_name,
+                DEPLOYMENT_ENVIRONMENT: deployment_environment,
+            }
+        )
+
+        logger_provider = LoggerProvider(resource=resource)
+        set_logger_provider(logger_provider=logger_provider)
+
+        exporter = OTLPLogExporter()
+        logger_provider.add_log_record_processor(BatchLogRecordProcessor(exporter))
+        handler = LoggingHandler(level=logging.NOTSET, logger_provider=logger_provider)
+        logging.getLogger().addHandler(handler)
+
+
 def request_hook(span: Span, environ: Dict) -> None:
     """
     Request hook for the flask server to handle setting attributes in the span. If
@@ -112,3 +151,4 @@ def response_hook(span: Span, status: str, response_headers: List) -> None:
 
 
 set_up_tracing()
+set_up_logging()
diff --git a/schematic/models/validate_attribute.py b/schematic/models/validate_attribute.py
index 55a75a5f3..3b148a264 100644
--- a/schematic/models/validate_attribute.py
+++ b/schematic/models/validate_attribute.py
@@ -11,6 +11,7 @@
 import pandas as pd
 import requests
 from jsonschema import ValidationError
+from opentelemetry import trace
 from synapseclient import File
 from synapseclient.core.exceptions import SynapseNoCredentialsError
 
@@ -30,6 +31,7 @@
 
 MessageLevelType = Literal["warning", "error"]
 ScopeTypes = Literal["set", "value"]
+tracer = trace.get_tracer("schematic")
 
 
 class GenerateError:
@@ -775,6 +777,7 @@ class ValidateAttribute(object):
     def __init__(self, dmge: DataModelGraphExplorer) -> None:
         self.dmge = dmge
 
+    @tracer.start_as_current_span("ValidateAttribute::_login")
     def _login(
         self,
         access_token: Optional[str] = None,
diff --git a/schematic/store/database/synapse_database_wrapper.py b/schematic/store/database/synapse_database_wrapper.py
index 52bf2d4d8..b827b140f 100644
--- a/schematic/store/database/synapse_database_wrapper.py
+++ b/schematic/store/database/synapse_database_wrapper.py
@@ -5,6 +5,7 @@
 
 import pandas  # type: ignore
 import synapseclient  # type: ignore
+from opentelemetry import trace
 
 from schematic.store.synapse_tracker import SynapseEntityTracker
 
@@ -53,6 +54,9 @@ def __init__(
         else:
             syn = synapseclient.Synapse(cache_root_dir=cache_root_dir)
             syn.login(authToken=auth_token, silent=True)
+            current_span = trace.get_current_span()
+            if current_span.is_recording():
+                current_span.set_attribute("user.id", syn.credentials.owner_id)
             self.syn = syn
         self.synapse_entity_tracker = synapse_entity_tracker or SynapseEntityTracker()
 
diff --git a/schematic/store/synapse.py b/schematic/store/synapse.py
index 9993038b5..647fad7ed 100644
--- a/schematic/store/synapse.py
+++ b/schematic/store/synapse.py
@@ -118,6 +118,15 @@ def _download_manifest_to_folder(self, use_temporary_folder: bool = True) -> Fil
             download_file=False,
             retrieve_if_not_present=False,
         )
+        current_span = trace.get_current_span()
+        if (
+            manifest_data
+            and (file_handle := manifest_data.get("_file_handle", None))
+            and current_span.is_recording()
+        ):
+            current_span.set_attribute(
+                "schematic.manifest_size", file_handle.get("contentSize", 0)
+            )
 
         if manifest_data and manifest_data.path:
             return manifest_data
@@ -309,6 +318,9 @@ def __init__(
             Consider necessity of adding "columns" and "where_clauses" params to the constructor. Currently with how `query_fileview` is implemented, these params are not needed at this step but could be useful in the future if the need for more scoped querys expands.
         """
         self.syn = self.login(synapse_cache_path, access_token)
+        current_span = trace.get_current_span()
+        if current_span.is_recording():
+            current_span.set_attribute("user.id", self.syn.credentials.owner_id)
         self.project_scope = project_scope
         self.storageFileview = CONFIG.synapse_master_fileview_id
         self.manifest = CONFIG.synapse_manifest_basename
@@ -472,6 +484,9 @@ def login(
                     cache_client=False,
                 )
                 syn.login(authToken=access_token, silent=True)
+                current_span = trace.get_current_span()
+                if current_span.is_recording():
+                    current_span.set_attribute("user.id", syn.credentials.owner_id)
             except SynapseHTTPError as exc:
                 raise ValueError(
                     "No access to resources. Please make sure that your token is correct"
@@ -486,6 +501,9 @@ def login(
                 cache_client=False,
             )
             syn.login(silent=True)
+            current_span = trace.get_current_span()
+            if current_span.is_recording():
+                current_span.set_attribute("user.id", syn.credentials.owner_id)
         return syn
 
     def missing_entity_handler(method):
@@ -553,6 +571,7 @@ def getPaginatedRestResults(self, currentUserId: str) -> Dict[str, str]:
 
         return all_results
 
+    @tracer.start_as_current_span("SynapseStorage::getStorageProjects")
     def getStorageProjects(self, project_scope: List = None) -> list[tuple[str, str]]:
         """Gets all storage projects the current user has access to, within the scope of the 'storageFileview' attribute.
 
diff --git a/schematic_api/api/routes.py b/schematic_api/api/routes.py
index 0cda1f4ac..97484c15c 100644
--- a/schematic_api/api/routes.py
+++ b/schematic_api/api/routes.py
@@ -560,6 +560,9 @@ def check_entity_type(entity_id):
     config_handler()
 
     syn = SynapseStorage.login(access_token=access_token)
+    current_span = trace.get_current_span()
+    if current_span.is_recording():
+        current_span.set_attribute("user.id", syn.credentials.owner_id)
     entity_type = entity_type_mapping(syn=syn, entity_id=entity_id)
 
     return entity_type
@@ -658,6 +661,9 @@ def download_manifest(manifest_id, new_manifest_name="", as_json=True):
 
     # use login method in synapse storage
     syn = SynapseStorage.login(access_token=access_token)
+    current_span = trace.get_current_span()
+    if current_span.is_recording():
+        current_span.set_attribute("user.id", syn.credentials.owner_id)
     try:
         md = ManifestDownload(syn, manifest_id)
         manifest_data = md.download_manifest(newManifestName=new_manifest_name)
diff --git a/tests/conftest.py b/tests/conftest.py
index 3e07bbe86..b1c6ec1fc 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -9,11 +9,6 @@
 import pytest
 from dotenv import load_dotenv
 from opentelemetry import trace
-from opentelemetry._logs import set_logger_provider
-from opentelemetry.exporter.otlp.proto.grpc._log_exporter import OTLPLogExporter
-from opentelemetry.sdk._logs import LoggerProvider, LoggingHandler
-from opentelemetry.sdk._logs.export import BatchLogRecordProcessor
-from opentelemetry.sdk.resources import Resource
 
 from schematic.configuration.configuration import CONFIG, Configuration
 from schematic.models.metadata import MetadataModel
@@ -227,27 +222,3 @@ def wrap_with_otel(request):
     """Start a new OTEL Span for each test function."""
     with tracer.start_as_current_span(request.node.name):
         yield
-
-
-@pytest.fixture(scope="session", autouse=True)
-def set_up_logging() -> None:
-    """Set up logging to export to OTLP."""
-    logging_export = os.environ.get("LOGGING_EXPORT_FORMAT", None)
-    logging_service_name = os.environ.get("LOGGING_SERVICE_NAME", "schematic-tests")
-    logging_instance_name = os.environ.get("LOGGING_INSTANCE_NAME", "local")
-    if logging_export == "otlp":
-        resource = Resource.create(
-            {
-                "service.name": logging_service_name,
-                "service.instance.id": logging_instance_name,
-            }
-        )
-
-        logger_provider = LoggerProvider(resource=resource)
-        set_logger_provider(logger_provider=logger_provider)
-
-        # TODO: Add support for secure connections
-        exporter = OTLPLogExporter(insecure=True)
-        logger_provider.add_log_record_processor(BatchLogRecordProcessor(exporter))
-        handler = LoggingHandler(level=logging.NOTSET, logger_provider=logger_provider)
-        logging.getLogger().addHandler(handler)