diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9cfb3a9..e63a9c6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,8 @@
+Next release
+============
+
+* [#255](https://github.com/statnett/Talk2PowerSystem_PM/issues/255): OBO auth flow for Cognite
+
 1.7.0-rc1
 ============
 
diff --git a/docs/AgentConfig.md b/docs/AgentConfig.md
index fc8f363..611b6ed 100644
--- a/docs/AgentConfig.md
+++ b/docs/AgentConfig.md
@@ -174,10 +174,11 @@ LIMIT {limit}
 - `tools.cognite.project` - OPTIONAL, DEFAULT=`prod` - Cognite Data Fusion project name.
 One of `dev1`, `dev2`, `dev3`, `test`, `prod` according to [CDF access from RNDP](https://github.com/statnett/Talk2PowerSystem_PM/wiki/CDF-access-from-RNDP).
 - `tools.cognite.client_name` - OPTIONAL, DEFAULT=`talk2powersystem` - Name of the client for logging purposes.
-- `tools.cognite.interactive_client_id` - OPTIONAL - If provided, interactive authentication is used.
-  Otherwise, `tools.cognite.token_file_path` must be provided for client credentials authentication.
+- `tools.cognite.interactive_client_id` - OPTIONAL - If provided, interactive authentication is used (when you run on a dev machine the backend app with uvicorn or the Jupyter Notebook).
+  Otherwise, `tools.cognite.token_file_path` or `tools.cognite.client_secret` must be provided.
 - `tools.cognite.tenant_id` - REQUIRED iff `tools.cognite.interactive_client_id` is present - Azure tenant ID. For example, `a8d61462-f252-44b2-bf6a-d7231960c041`.
-- `tools.cognite.token_file_path` - OPTIONAL - Full path on the disk to the cognite token file. For example, `/var/run/secrets/microsoft.com/entra/cognite`.
+- `tools.cognite.token_file_path` - OPTIONAL - Full path on the disk to the cognite token file (used when you run the Jupyter Notebook on RNDP). For example, `/var/run/secrets/microsoft.com/entra/cognite`.
+* `tools.cognite.client_secret` - OPTIONAL - Client secret for the Cognite confidential application (used for the backend app running on RNDP).
 
 ## `llm`
 
diff --git a/docs/FastAPI.md b/docs/FastAPI.md
index 2237c8b..4731a4b 100644
--- a/docs/FastAPI.md
+++ b/docs/FastAPI.md
@@ -72,12 +72,14 @@ The `version` information is included in the response from the `/__about` endpoi
 
 * `SECURITY_ENABLED` - OPTIONAL, DEFAULT=False, Exposed to the UI - Indicates if security is enabled.
 * `SECURITY_CLIENT_ID` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The registered application (client) ID.
+* `SECURITY_FRONTEND_APP_CLIENT_ID` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The registered frontend application (client) ID.
 * `SECURITY_AUTHORITY` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The authority URL used for authentication.
 * `SECURITY_LOGOUT` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The logout endpoint URL.
 * `SECURITY_LOGIN_REDIRECT` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The URL to redirect to after a successful login.
 * `SECURITY_LOGOUT_REDIRECT` - REQUIRED iff `SECURITY_ENABLED=True`, Exposed to the UI - The URL to redirect to after logout.
 * `SECURITY_OIDC_DISCOVERY_URL` - OPTIONAL, DEFAULT=`{SECURITY_AUTHORITY}/v2.0/.well-known/openid-configuration` - OpenID Connect Discovery URL.
 * `SECURITY_AUDIENCE` - REQUIRED iff `SECURITY_ENABLED=True` - The expected audience of the security tokens.
+* `SECURITY_ISSUER` - REQUIRED iff `SECURITY_ENABLED=True` - The expected issuer of the security tokens.
 * `SECURITY_TTL` - OPTIONAL, DEFAULT=`86400` seconds (24 hours), must be >= 1 - Indicates how many seconds to cache the public keys and the issuer obtained from the OpenID Configuration endpoint.
 According to [the Azure documentation](https://learn.microsoft.com/en-us/entra/identity-platform/access-tokens) a reasonable frequency to check for updates to the public keys used by Microsoft Entra ID is every 24 hours.
 
diff --git a/poetry.lock b/poetry.lock
index 3f090a5..db2a60d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -26,14 +26,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.12.0"
+version = "4.12.1"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "anyio-4.12.0-py3-none-any.whl", hash = "sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb"},
-    {file = "anyio-4.12.0.tar.gz", hash = "sha256:73c693b567b0c55130c104d0b43a9baf3aa6a31fc6110116509f27bf75e21ec0"},
+    {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"},
+    {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"},
 ]
 
 [package.dependencies]
@@ -176,14 +176,14 @@ test = ["astroid (>=2,<5)", "pytest (<9.0)", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "async-lru"
-version = "2.0.5"
+version = "2.1.0"
 description = "Simple LRU cache for asyncio"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "async_lru-2.0.5-py3-none-any.whl", hash = "sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943"},
-    {file = "async_lru-2.0.5.tar.gz", hash = "sha256:481d52ccdd27275f42c43a928b4a50c3bfb2d67af4e78b170e3e0bb39c66e5bb"},
+    {file = "async_lru-2.1.0-py3-none-any.whl", hash = "sha256:fa12dcf99a42ac1280bc16c634bbaf06883809790f6304d85cdab3f666f33a7e"},
+    {file = "async_lru-2.1.0.tar.gz", hash = "sha256:9eeb2fecd3fe42cc8a787fc32ead53a3a7158cc43d039c3c55ab3e4e5b2a80ed"},
 ]
 
 [[package]]
@@ -269,14 +269,14 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "test"]
 files = [
-    {file = "certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b"},
-    {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"},
+    {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"},
+    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
 ]
 
 [[package]]
@@ -516,14 +516,14 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cognite-sdk"
-version = "7.91.0"
+version = "7.91.1"
 description = "Cognite Python SDK"
 optional = false
 python-versions = "<4.0,>=3.10"
 groups = ["main"]
 files = [
-    {file = "cognite_sdk-7.91.0-py3-none-any.whl", hash = "sha256:d8b6cc6ede96af460bc546d73959554eae783c8040db23c62e24fe974c6b8de7"},
-    {file = "cognite_sdk-7.91.0.tar.gz", hash = "sha256:6ed62e2f61b3748b29a1a7f82dc76a523656a4d2c497fe8137c66e26c4b7ec3d"},
+    {file = "cognite_sdk-7.91.1-py3-none-any.whl", hash = "sha256:858bcc8214eab5ab217ef2d7e25871bcf6b02e2b1b2171eb944f7809470ee5a3"},
+    {file = "cognite_sdk-7.91.1.tar.gz", hash = "sha256:5c945ae04ec7b71d0955611a2b1763ac2898dac180d263c41d7201a7ea78a924"},
 ]
 
 [package.dependencies]
@@ -574,104 +574,104 @@ test = ["pytest"]
 
 [[package]]
 name = "coverage"
-version = "7.12.0"
+version = "7.13.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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+    {file = "debugpy-1.8.19-py2.py3-none-any.whl", hash = "sha256:360ffd231a780abbc414ba0f005dad409e71c78637efe8f2bd75837132a41d38"},
+    {file = "debugpy-1.8.19.tar.gz", hash = "sha256:eea7e5987445ab0b5ed258093722d5ecb8bb72217c5c9b1e21f64efe23ddebdb"},
 ]
 
 [[package]]
@@ -1124,14 +1124,14 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0,<9)", "pytest-async
 
 [[package]]
 name = "ipython"
-version = "9.7.0"
+version = "9.9.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.11"
 groups = ["main"]
 files = [
-    {file = "ipython-9.7.0-py3-none-any.whl", hash = "sha256:bce8ac85eb9521adc94e1845b4c03d88365fd6ac2f4908ec4ed1eb1b0a065f9f"},
-    {file = "ipython-9.7.0.tar.gz", hash = "sha256:5f6de88c905a566c6a9d6c400a8fed54a638e1f7543d17aae2551133216b1e4e"},
+    {file = "ipython-9.9.0-py3-none-any.whl", hash = "sha256:b457fe9165df2b84e8ec909a97abcf2ed88f565970efba16b1f7229c283d252b"},
+    {file = "ipython-9.9.0.tar.gz", hash = "sha256:48fbed1b2de5e2c7177eefa144aba7fcb82dac514f09b57e2ac9da34ddb54220"},
 ]
 
 [package.dependencies]
@@ -1147,7 +1147,7 @@ stack_data = ">=0.6.0"
 traitlets = ">=5.13.0"
 
 [package.extras]
-all = ["ipython[doc,matplotlib,test,test-extra]"]
+all = ["argcomplete (>=3.0)", "ipython[doc,matplotlib,terminal,test,test-extra]"]
 black = ["black"]
 doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[matplotlib,test]", "setuptools (>=70.0)", "sphinx (>=8.0)", "sphinx-rtd-theme (>=0.1.8)", "sphinx_toml (==0.0.4)", "typing_extensions"]
 matplotlib = ["matplotlib (>3.9)"]
@@ -1358,19 +1358,16 @@ files = [
 
 [[package]]
 name = "json5"
-version = "0.12.1"
+version = "0.13.0"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main"]
 files = [
-    {file = "json5-0.12.1-py3-none-any.whl", hash = "sha256:d9c9b3bc34a5f54d43c35e11ef7cb87d8bdd098c6ace87117a7b7e83e705c1d5"},
-    {file = "json5-0.12.1.tar.gz", hash = "sha256:b2743e77b3242f8d03c143dd975a6ec7c52e2f2afe76ed934e53503dd4ad4990"},
+    {file = "json5-0.13.0-py3-none-any.whl", hash = "sha256:9a08e1dd65f6a4d4c6fa82d216cf2477349ec2346a38fd70cc11d2557499fbcc"},
+    {file = "json5-0.13.0.tar.gz", hash = "sha256:b1edf8d487721c0bf64d83c28e91280781f6e21f4a797d3261c7c828d4c165bf"},
 ]
 
-[package.extras]
-dev = ["build (==1.2.2.post1)", "coverage (==7.5.4) ; python_version < \"3.9\"", "coverage (==7.8.0) ; python_version >= \"3.9\"", "mypy (==1.14.1) ; python_version < \"3.9\"", "mypy (==1.15.0) ; python_version >= \"3.9\"", "pip (==25.0.1)", "pylint (==3.2.7) ; python_version < \"3.9\"", "pylint (==3.3.6) ; python_version >= \"3.9\"", "ruff (==0.11.2)", "twine (==6.1.0)", "uv (==0.6.11)"]
-
 [[package]]
 name = "jsonlines"
 version = "4.0.0"
@@ -1431,14 +1428,14 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.25.1"
+version = "4.26.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63"},
-    {file = "jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85"},
+    {file = "jsonschema-4.26.0-py3-none-any.whl", hash = "sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce"},
+    {file = "jsonschema-4.26.0.tar.gz", hash = "sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326"},
 ]
 
 [package.dependencies]
@@ -1452,7 +1449,7 @@ referencing = ">=0.28.4"
 rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
 rfc3987-syntax = {version = ">=1.1.0", optional = true, markers = "extra == \"format-nongpl\""}
-rpds-py = ">=0.7.1"
+rpds-py = ">=0.25.0"
 uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 webcolors = {version = ">=24.6.0", optional = true, markers = "extra == \"format-nongpl\""}
 
@@ -1497,26 +1494,27 @@ notebook = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.3"
+version = "8.8.0"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"},
-    {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"},
+    {file = "jupyter_client-8.8.0-py3-none-any.whl", hash = "sha256:f93a5b99c5e23a507b773d3a1136bd6e16c67883ccdbd9a829b0bbdb98cd7d7a"},
+    {file = "jupyter_client-8.8.0.tar.gz", hash = "sha256:d556811419a4f2d96c869af34e854e3f059b7cc2d6d01a9cd9c85c267691be3e"},
 ]
 
 [package.dependencies]
-jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
+jupyter-core = ">=5.1"
 python-dateutil = ">=2.8.2"
-pyzmq = ">=23.0"
-tornado = ">=6.2"
+pyzmq = ">=25.0"
+tornado = ">=6.4.1"
 traitlets = ">=5.3"
 
 [package.extras]
 docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
+orjson = ["orjson"]
+test = ["anyio", "coverage", "ipykernel (>=6.14)", "msgpack", "mypy ; platform_python_implementation != \"PyPy\"", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.6.2)", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-console"
@@ -1643,14 +1641,14 @@ test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0,<9)", "pytest-console
 
 [[package]]
 name = "jupyter-server-terminals"
-version = "0.5.3"
+version = "0.5.4"
 description = "A Jupyter Server Extension Providing Terminals."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "jupyter_server_terminals-0.5.3-py3-none-any.whl", hash = "sha256:41ee0d7dc0ebf2809c668e0fc726dfaf258fcd3e769568996ca731b6194ae9aa"},
-    {file = "jupyter_server_terminals-0.5.3.tar.gz", hash = "sha256:5ae0295167220e9ace0edcfdb212afd2b01ee8d179fe6f23c899590e9b8a5269"},
+    {file = "jupyter_server_terminals-0.5.4-py3-none-any.whl", hash = "sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14"},
+    {file = "jupyter_server_terminals-0.5.4.tar.gz", hash = "sha256:bbda128ed41d0be9020349f9f1f2a4ab9952a73ed5f5ac9f1419794761fb87f5"},
 ]
 
 [package.dependencies]
@@ -1663,14 +1661,14 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.5.0"
+version = "4.5.2"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "jupyterlab-4.5.0-py3-none-any.whl", hash = "sha256:88e157c75c1afff64c7dc4b801ec471450b922a4eae4305211ddd40da8201c8a"},
-    {file = "jupyterlab-4.5.0.tar.gz", hash = "sha256:aec33d6d8f1225b495ee2cf20f0514f45e6df8e360bdd7ac9bace0b7ac5177ea"},
+    {file = "jupyterlab-4.5.2-py3-none-any.whl", hash = "sha256:76466ebcfdb7a9bb7e2fbd6459c0e2c032ccf75be673634a84bee4b3e6b13ab6"},
+    {file = "jupyterlab-4.5.2.tar.gz", hash = "sha256:c80a6b9f6dace96a566d590c65ee2785f61e7cd4aac5b4d453dcc7d0d5e069b7"},
 ]
 
 [package.dependencies]
@@ -1875,19 +1873,19 @@ redisvl = ">=0.11.0,<1.0.0"
 
 [[package]]
 name = "langgraph-prebuilt"
-version = "1.0.5"
+version = "1.0.6"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "langgraph_prebuilt-1.0.5-py3-none-any.whl", hash = "sha256:22369563e1848862ace53fbc11b027c28dd04a9ac39314633bb95f2a7e258496"},
-    {file = "langgraph_prebuilt-1.0.5.tar.gz", hash = "sha256:85802675ad778cc7240fd02d47db1e0b59c0c86d8369447d77ce47623845db2d"},
+    {file = "langgraph_prebuilt-1.0.6-py3-none-any.whl", hash = "sha256:9fdc35048ff4ac985a55bd2a019a86d45b8184551504aff6780d096c678b39ae"},
+    {file = "langgraph_prebuilt-1.0.6.tar.gz", hash = "sha256:c5f6cf0f5a0ac47643d2e26ae6faa38cb28885ecde67911190df9e30c4f72361"},
 ]
 
 [package.dependencies]
 langchain-core = ">=1.0.0"
-langgraph-checkpoint = ">=2.1.0,<4.0.0"
+langgraph-checkpoint = ">=2.1.0,<5.0.0"
 
 [[package]]
 name = "langgraph-sdk"
@@ -1907,23 +1905,24 @@ orjson = ">=3.10.1"
 
 [[package]]
 name = "langsmith"
-version = "0.4.49"
+version = "0.6.4"
 description = "Client library to connect to the LangSmith Observability and Evaluation Platform."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "langsmith-0.4.49-py3-none-any.whl", hash = "sha256:95f84edcd8e74ed658e4a3eb7355b530f35cb08a9a8865dbfde6740e4b18323c"},
-    {file = "langsmith-0.4.49.tar.gz", hash = "sha256:4a16ef6f3a9b20c5471884991a12ff37d81f2c13a50660cfe27fa79a7ca2c1b0"},
+    {file = "langsmith-0.6.4-py3-none-any.whl", hash = "sha256:ac4835860160be371042c7adbba3cb267bcf8d96a5ea976c33a8a4acad6c5486"},
+    {file = "langsmith-0.6.4.tar.gz", hash = "sha256:36f7223a01c218079fbb17da5e536ebbaf5c1468c028abe070aa3ae59bc99ec8"},
 ]
 
 [package.dependencies]
 httpx = ">=0.23.0,<1"
 orjson = {version = ">=3.9.14", markers = "platform_python_implementation != \"PyPy\""}
 packaging = ">=23.2"
-pydantic = ">=1,<3"
+pydantic = ">=2,<3"
 requests = ">=2.0.0"
 requests-toolbelt = ">=1.0.0"
+uuid-utils = ">=0.12.0,<1.0"
 zstandard = ">=0.23.0"
 
 [package.extras]
@@ -2087,14 +2086,14 @@ test = ["flake8", "nbdime", "nbval", "notebook", "pytest"]
 
 [[package]]
 name = "mistune"
-version = "3.1.4"
+version = "3.2.0"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "mistune-3.1.4-py3-none-any.whl", hash = "sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d"},
-    {file = "mistune-3.1.4.tar.gz", hash = "sha256:b5a7f801d389f724ec702840c11d8fc48f2b33519102fc7ee739e8177b672164"},
+    {file = "mistune-3.2.0-py3-none-any.whl", hash = "sha256:febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1"},
+    {file = "mistune-3.2.0.tar.gz", hash = "sha256:708487c8a8cdd99c9d90eb3ed4c3ed961246ff78ac82f03418f5183ab70e398a"},
 ]
 
 [[package]]
@@ -2188,26 +2187,26 @@ broker = ["pymsalruntime (>=0.14,<0.19) ; python_version >= \"3.6\" and platform
 
 [[package]]
 name = "nbclient"
-version = "0.10.2"
+version = "0.10.4"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
-    {file = "nbclient-0.10.2-py3-none-any.whl", hash = "sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d"},
-    {file = "nbclient-0.10.2.tar.gz", hash = "sha256:90b7fc6b810630db87a6d0c2250b1f0ab4cf4d3c27a299b0cde78a4ed3fd9193"},
+    {file = "nbclient-0.10.4-py3-none-any.whl", hash = "sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440"},
+    {file = "nbclient-0.10.4.tar.gz", hash = "sha256:1e54091b16e6da39e297b0ece3e10f6f29f4ac4e8ee515d29f8a7099bd6553c9"},
 ]
 
 [package.dependencies]
 jupyter-client = ">=6.1.12"
 jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
-nbformat = ">=5.1"
+nbformat = ">=5.1.3"
 traitlets = ">=5.4"
 
 [package.extras]
 dev = ["pre-commit"]
-docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.1.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
-test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.1.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
+docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.1.0)", "pytest (>=9.0.1,<10)", "pytest-asyncio (>=1.3.0)", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.1.0)", "pytest (>=9.0.1,<10)", "pytest-asyncio (>=1.3.0)", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
@@ -2282,19 +2281,19 @@ files = [
 
 [[package]]
 name = "notebook"
-version = "7.5.0"
+version = "7.5.2"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "notebook-7.5.0-py3-none-any.whl", hash = "sha256:3300262d52905ca271bd50b22617681d95f08a8360d099e097726e6d2efb5811"},
-    {file = "notebook-7.5.0.tar.gz", hash = "sha256:3b27eaf9913033c28dde92d02139414c608992e1df4b969c843219acf2ff95e4"},
+    {file = "notebook-7.5.2-py3-none-any.whl", hash = "sha256:17d078a98603d70d62b6b4b3fcb67e87d7a68c398a7ae9b447eb2d7d9aec9979"},
+    {file = "notebook-7.5.2.tar.gz", hash = "sha256:83e82f93c199ca730313bea1bb24bc279ea96f74816d038a92d26b6b9d5f3e4a"},
 ]
 
 [package.dependencies]
 jupyter-server = ">=2.4.0,<3"
-jupyterlab = ">=4.5.0rc0,<4.6"
+jupyterlab = ">=4.5.2,<4.6"
 jupyterlab-server = ">=2.28.0,<3"
 notebook-shim = ">=0.2,<0.3"
 tornado = ">=6.2.0"
@@ -2324,86 +2323,84 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
 
 [[package]]
 name = "numpy"
-version = "2.3.5"
+version = "2.4.1"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.11"
 groups = ["main"]
 files = [
-    {file = "numpy-2.3.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:de5672f4a7b200c15a4127042170a694d4df43c992948f5e1af57f0174beed10"},
-    {file = "numpy-2.3.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:acfd89508504a19ed06ef963ad544ec6664518c863436306153e13e94605c218"},
-    {file = "numpy-2.3.5-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:ffe22d2b05504f786c867c8395de703937f934272eb67586817b46188b4ded6d"},
-    {file = "numpy-2.3.5-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:872a5cf366aec6bb1147336480fef14c9164b154aeb6542327de4970282cd2f5"},
-    {file = "numpy-2.3.5-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3095bdb8dd297e5920b010e96134ed91d852d81d490e787beca7e35ae1d89cf7"},
-    {file = "numpy-2.3.5-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8cba086a43d54ca804ce711b2a940b16e452807acebe7852ff327f1ecd49b0d4"},
-    {file = "numpy-2.3.5-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:6cf9b429b21df6b99f4dee7a1218b8b7ffbbe7df8764dc0bd60ce8a0708fed1e"},
-    {file = "numpy-2.3.5-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:396084a36abdb603546b119d96528c2f6263921c50df3c8fd7cb28873a237748"},
-    {file = "numpy-2.3.5-cp311-cp311-win32.whl", hash = "sha256:b0c7088a73aef3d687c4deef8452a3ac7c1be4e29ed8bf3b366c8111128ac60c"},
-    {file = "numpy-2.3.5-cp311-cp311-win_amd64.whl", hash = "sha256:a414504bef8945eae5f2d7cb7be2d4af77c5d1cb5e20b296c2c25b61dff2900c"},
-    {file = "numpy-2.3.5-cp311-cp311-win_arm64.whl", hash = "sha256:0cd00b7b36e35398fa2d16af7b907b65304ef8bb4817a550e06e5012929830fa"},
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 twisted = ["twisted"]
 
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+dev = ["abi3audit", "black", "check-manifest", "coverage", "packaging", "psleak", "pylint", "pyperf", "pypinfo", "pytest", "pytest-cov", "pytest-instafail", "pytest-xdist", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "validate-pyproject[all]", "virtualenv", "vulture", "wheel"]
+test = ["psleak", "pytest", "pytest-instafail", "pytest-xdist", "setuptools"]
 
 [[package]]
 name = "ptyprocess"
@@ -2820,14 +2822,14 @@ tests = ["pytest"]
 
 [[package]]
 name = "pyasn1"
-version = "0.6.1"
+version = "0.6.2"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
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 ]
 
 [[package]]
@@ -3061,14 +3063,14 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.2.5"
+version = "3.3.2"
 description = "pyparsing - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -3076,14 +3078,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "9.0.1"
+version = "9.0.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["test"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3433,31 +3435,32 @@ rdf4j = ["httpx (>=0.28.1,<0.29.0)"]
 
 [[package]]
 name = "redis"
-version = "6.4.0"
+version = "7.1.0"
 description = "Python client for Redis database and key-value store"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
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 ]
 
 [package.extras]
+circuit-breaker = ["pybreaker (>=1.4.0)"]
 hiredis = ["hiredis (>=3.2.0)"]
 jwt = ["pyjwt (>=2.9.0)"]
 ocsp = ["cryptography (>=36.0.1)", "pyopenssl (>=20.0.1)", "requests (>=2.31.0)"]
 
 [[package]]
 name = "redisvl"
-version = "0.12.1"
+version = "0.13.2"
 description = "Python client library and CLI for using Redis as a vector database"
 optional = false
 python-versions = "<3.14,>=3.9.2"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3467,7 +3470,7 @@ numpy = ">=1.26.0,<3"
 pydantic = ">=2,<3"
 python-ulid = ">=3.0.0"
 pyyaml = ">=5.4,<7.0"
-redis = ">=5.0,<7.0"
+redis = ">=5.0,<7.2"
 tenacity = ">=8.2.2"
 
 [package.extras]
@@ -3477,6 +3480,7 @@ langcache = ["langcache (>=0.11.0)"]
 mistralai = ["mistralai (>=1.0.0)"]
 nltk = ["nltk (>=3.8.1,<4)"]
 openai = ["openai (>=1.1.0)"]
+pillow = ["pillow (>=11.3.0)"]
 sentence-transformers = ["sentence-transformers (>=3.4.0,<4)"]
 vertexai = ["google-cloud-aiplatform (>=1.26,<2.0.0)", "protobuf (>=5.28.0,<6.0.0)"]
 voyageai = ["voyageai (>=0.2.2)"]
@@ -3500,127 +3504,143 @@ typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
 
 [[package]]
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-version = "2025.11.3"
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 ]
 
 [[package]]
@@ -3866,31 +3886,30 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "send2trash"
-version = "1.8.3"
+version = "2.1.0"
 description = "Send file to trash natively under Mac OS X, Windows and Linux"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 [package.extras]
-nativelib = ["pyobjc-framework-Cocoa ; sys_platform == \"darwin\"", "pywin32 ; sys_platform == \"win32\""]
-objc = ["pyobjc-framework-Cocoa ; sys_platform == \"darwin\""]
-win32 = ["pywin32 ; sys_platform == \"win32\""]
+nativelib = ["pyobjc (>=9.0) ; sys_platform == \"darwin\"", "pywin32 (>=305) ; sys_platform == \"win32\""]
+test = ["pytest (>=8)"]
 
 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "80.10.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -3899,7 +3918,7 @@ core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.functool
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
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 [[package]]
@@ -3928,14 +3947,14 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.8"
+version = "2.8.3"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -4143,24 +4162,24 @@ files = [
 
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-version = "6.5.2"
+version = "6.5.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -4247,14 +4266,14 @@ typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "tzdata"
-version = "2025.2"
+version = "2025.3"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main"]
 files = [
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+    {file = "tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"},
+    {file = "tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7"},
 ]
 
 [[package]]
@@ -4310,34 +4329,34 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "uuid-utils"
-version = "0.13.0"
+version = "0.14.0"
 description = "Fast, drop-in replacement for Python's uuid module, powered by Rust."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [[package]]
@@ -4608,81 +4627,73 @@ test = ["pytest", "websockets"]
 
 [[package]]
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+version = "16.0"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
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 ]
 
 [[package]]
@@ -4962,4 +4973,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<3.13"
-content-hash = "c0a0a4cff9e275a15b60e0c3673a829edbd8958d372b7448a6c2bec1a2829fdf"
+content-hash = "3c80c77a6ad13a56cabe0dfe4fe24f91516ad6922c45ce8ff81a9fa61a7b1941"
diff --git a/pyproject.toml b/pyproject.toml
index 68c2b66..f165f37 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "Talk2PowerSystemLLM"
-version = "1.7.0-rc1"
+version = "1.8.0-rc1"
 description = "Talk to Power System LLM"
 authors = []
 readme = "README.adoc"
@@ -13,7 +13,7 @@ dependencies = [
     "langchain-openai==1.1.7",
     "langgraph-checkpoint-redis==0.3.2",
     "jsonlines==4.0.0",
-    "cognite-sdk==7.91.0",
+    "cognite-sdk==7.91.1",
     "pydantic-settings==2.12.0",
     "PyYAML==6.0.3",
     "uvicorn[standard] (==0.40.0)",
@@ -22,6 +22,7 @@ dependencies = [
     "toml==0.10.2",
     "markdown==3.10",
     "python-jose[cryptography] (==3.5.0)",
+    "msal==1.34.0",
     "cachetools==6.2.4",
     "importlib_resources==6.5.2",
 ]
diff --git a/src/jupyter_notebooks/Talk2PowerSystem.ipynb b/src/jupyter_notebooks/Talk2PowerSystem.ipynb
index 2a1ab1d..07935dd 100644
--- a/src/jupyter_notebooks/Talk2PowerSystem.ipynb
+++ b/src/jupyter_notebooks/Talk2PowerSystem.ipynb
@@ -79,12 +79,12 @@
     "\n",
     "from langgraph.checkpoint.memory import InMemorySaver\n",
     "\n",
-    "from talk2powersystemllm.agent import Talk2PowerSystemAgent\n",
+    "from talk2powersystemllm.agent import Talk2PowerSystemAgentFactory\n",
     "\n",
-    "agent_executor = Talk2PowerSystemAgent(\n",
+    "agent = Talk2PowerSystemAgentFactory(\n",
     "    Path(\"../../config/dev+cognite.yaml\"),\n",
     "    checkpointer=InMemorySaver()\n",
-    ").agent"
+    ").get_agent()"
    ]
   },
   {
@@ -106,12 +106,13 @@
    },
    "outputs": [],
    "source": [
+    "from langchain_core.runnables import RunnableConfig\n",
     "from ttyg.agents import run_agent\n",
     "\n",
     "\n",
-    "conf = {\"configurable\": {\"thread_id\": \"thread-123\"}}\n",
+    "conf = RunnableConfig(configurable={\"thread_id\": \"thread-123\"})\n",
     "messages = {\"messages\": [(\"user\", \"List all transformers within substation OSLO.\")]}\n",
-    "last_message_id = run_agent(agent_executor, messages, conf)"
+    "last_message_id = run_agent(agent, messages, conf)"
    ]
   },
   {
@@ -122,7 +123,7 @@
    "outputs": [],
    "source": [
     "messages = {\"messages\": [(\"user\", \"Give me their descriptions\")]}\n",
-    "last_message_id = run_agent(agent_executor, messages, conf, last_message_id=last_message_id)"
+    "last_message_id = run_agent(agent, messages, conf, last_message_id=last_message_id)"
    ]
   },
   {
@@ -144,6 +145,7 @@
    "source": [
     "from datetime import datetime\n",
     "\n",
+    "from langchain_core.runnables import RunnableConfig\n",
     "from ttyg.agents import run_agent\n",
     "\n",
     "from talk2powersystemllm.tools.user_datetime_context import user_datetime_ctx\n",
@@ -180,10 +182,10 @@
     "]\n",
     "\n",
     "for i, question in enumerate(questions):\n",
-    "    conf = {\"configurable\": {\"thread_id\": f\"thread-{i}\"}}\n",
+    "    conf = RunnableConfig(configurable={\"thread_id\": f\"thread-{i}\"})\n",
     "    messages = {\"messages\": [(\"user\", question)]}\n",
     "    user_datetime_ctx.set(datetime.now().astimezone().strftime(\"%Y-%m-%dT%H:%M:%S%z\"))\n",
-    "    run_agent(agent_executor, messages, conf)"
+    "    run_agent(agent, messages, conf)"
    ]
   }
  ],
diff --git a/src/jupyter_notebooks/Talk2PowerSystem_RNDP.ipynb b/src/jupyter_notebooks/Talk2PowerSystem_RNDP.ipynb
index 2cd6b05..87012ae 100644
--- a/src/jupyter_notebooks/Talk2PowerSystem_RNDP.ipynb
+++ b/src/jupyter_notebooks/Talk2PowerSystem_RNDP.ipynb
@@ -80,12 +80,12 @@
     "\n",
     "from langgraph.checkpoint.memory import InMemorySaver\n",
     "\n",
-    "from talk2powersystemllm.agent import Talk2PowerSystemAgent\n",
+    "from talk2powersystemllm.agent import Talk2PowerSystemAgentFactory\n",
     "\n",
-    "agent_executor = Talk2PowerSystemAgent(\n",
+    "agent = Talk2PowerSystemAgentFactory(\n",
     "    Path(\"../../config/rndp.yaml\"),\n",
     "    checkpointer=InMemorySaver()\n",
-    ").agent"
+    ").get_agent()"
    ]
   },
   {
@@ -107,12 +107,13 @@
    },
    "outputs": [],
    "source": [
+    "from langchain_core.runnables import RunnableConfig\n",
     "from ttyg.agents import run_agent\n",
     "\n",
     "\n",
-    "conf = {\"configurable\": {\"thread_id\": \"thread-123\"}}\n",
+    "conf = RunnableConfig(configurable={\"thread_id\": \"thread-123\"})\n",
     "messages = {\"messages\": [(\"user\", \"List all transformers within substation OSLO.\")]}\n",
-    "last_message_id = run_agent(agent_executor, messages, conf)"
+    "last_message_id = run_agent(agent, messages, conf)"
    ]
   },
   {
@@ -123,7 +124,7 @@
    "outputs": [],
    "source": [
     "messages = {\"messages\": [(\"user\", \"Give me their descriptions\")]}\n",
-    "last_message_id = run_agent(agent_executor, messages, conf, last_message_id=last_message_id)"
+    "last_message_id = run_agent(agent, messages, conf, last_message_id=last_message_id)"
    ]
   },
   {
@@ -145,6 +146,7 @@
    "source": [
     "from datetime import datetime\n",
     "\n",
+    "from langchain_core.runnables import RunnableConfig\n",
     "from ttyg.agents import run_agent\n",
     "\n",
     "from talk2powersystemllm.tools.user_datetime_context import user_datetime_ctx\n",
@@ -181,10 +183,10 @@
     "]\n",
     "\n",
     "for i, question in enumerate(questions):\n",
-    "    conf = {\"configurable\": {\"thread_id\": f\"thread-{i}\"}}\n",
+    "    conf = RunnableConfig(configurable={\"thread_id\": f\"thread-{i}\"})\n",
     "    messages = {\"messages\": [(\"user\", question)]}\n",
     "    user_datetime_ctx.set(datetime.now().astimezone().strftime(\"%Y-%m-%dT%H:%M:%S%z\"))\n",
-    "    run_agent(agent_executor, messages, conf)"
+    "    run_agent(agent, messages, conf)"
    ]
   }
  ],
diff --git a/src/talk2powersystemllm/agent.py b/src/talk2powersystemllm/agent.py
index cc70eaa..747d143 100644
--- a/src/talk2powersystemllm/agent.py
+++ b/src/talk2powersystemllm/agent.py
@@ -1,6 +1,7 @@
 from base64 import b64encode
 from enum import Enum
 from pathlib import Path
+from typing import Any
 
 import yaml
 from langchain.agents import create_agent
@@ -82,12 +83,16 @@ class CogniteSettings(BaseModel):
     token_file_path: Path | None = None
     interactive_client_id: str | None = None
     tenant_id: str | None = None
+    client_secret: str | None = None
 
     @model_validator(mode="after")
     def check_credentials(self) -> "CogniteSettings":
-        if self.token_file_path and self.interactive_client_id:
-            raise ValueError("Both token_file_path and interactive_client_id for Cognite are provided. "
-                             "Set only one of them!")
+        def exactly_one_is_not_none(*args: Any) -> bool:
+            return sum(a is not None for a in args) == 1
+
+        if not exactly_one_is_not_none(self.client_secret, self.token_file_path, self.interactive_client_id):
+            raise ValueError("Pass exactly one of 'client_secret', 'token_file_path' or 'interactive_client_id'!")
+
         if self.interactive_client_id and not self.tenant_id:
             raise ValueError("Tenant id is required!")
         return self
@@ -185,7 +190,7 @@ def init_graphdb(graphdb_settings: GraphDBSettings) -> GraphDB:
     return GraphDB(**kwargs)
 
 
-def init_cognite(cognite_settings: CogniteSettings) -> CogniteSession:
+def init_cognite(cognite_settings: CogniteSettings, obo_token: str | None = None) -> CogniteSession:
     return CogniteSession(
         base_url=cognite_settings.base_url,
         client_name=cognite_settings.client_name,
@@ -193,6 +198,7 @@ def init_cognite(cognite_settings: CogniteSettings) -> CogniteSession:
         token_file_path=cognite_settings.token_file_path,
         interactive_client_id=cognite_settings.interactive_client_id,
         tenant_id=cognite_settings.tenant_id,
+        obo_token=obo_token,
     )
 
 
@@ -217,11 +223,13 @@ def init_llm(llm_settings: LLMSettings) -> BaseChatModel:
         )
 
 
-class Talk2PowerSystemAgent:
-    agent: CompiledStateGraph
+class Talk2PowerSystemAgentFactory:
+    settings: Talk2PowerSystemAgentSettings
     graphdb_client: GraphDB
-    cognite_session: CogniteSession | None = None
+    checkpointer: Checkpointer | None = None
     model: BaseChatModel
+    instructions: str
+    tools: list[BaseTool]
 
     def __init__(
         self,
@@ -230,6 +238,7 @@ def __init__(
     ):
         self.settings = read_config(path_to_yaml_config)
         self.graphdb_client = init_graphdb(self.settings.graphdb)
+        self.checkpointer = checkpointer
 
         tools_settings = self.settings.tools
         self.tools: list[BaseTool] = []
@@ -239,11 +248,6 @@ def __init__(
         )
         self.tools.append(sparql_query_tool)
 
-        ontology_schema_and_vocabulary_tool = OntologySchemaAndVocabularyTool(
-            graph=self.graphdb_client,
-            ontology_schema_file_path=tools_settings.ontology_schema.file_path,
-        )
-
         autocomplete_search_settings = tools_settings.autocomplete_search
         autocomplete_search_kwargs = {
             "property_path": autocomplete_search_settings.property_path,
@@ -270,22 +274,28 @@ def __init__(
             )
             self.tools.append(retrieval_query_tool)
 
-        if tools_settings.cognite:
-            cognite_settings = tools_settings.cognite
-            self.cognite_session = init_cognite(cognite_settings)
-            self.tools.append(RetrieveTimeSeriesTool(cognite_session=self.cognite_session))
-            self.tools.append(RetrieveDataPointsTool(cognite_session=self.cognite_session))
-
         self.tools.append(NowTool())
 
-        instructions = f"""{self.settings.prompts.assistant_instructions}""".replace(
+        ontology_schema_and_vocabulary_tool = OntologySchemaAndVocabularyTool(
+            graph=self.graphdb_client,
+            ontology_schema_file_path=tools_settings.ontology_schema.file_path,
+        )
+        self.instructions = f"""{self.settings.prompts.assistant_instructions}""".replace(
             "{ontology_schema}", ontology_schema_and_vocabulary_tool.schema_graph.serialize(format="turtle")
         )
 
         self.model = init_llm(self.settings.llm)
-        self.agent = create_agent(
+
+    def get_agent(self, cognite_obo_token: str | None = None) -> CompiledStateGraph:
+        tools = self.tools.copy()
+        if self.settings.tools.cognite:
+            cognite_settings = self.settings.tools.cognite
+            cognite_session = init_cognite(cognite_settings, cognite_obo_token)
+            tools.append(RetrieveTimeSeriesTool(cognite_session=cognite_session))
+            tools.append(RetrieveDataPointsTool(cognite_session=cognite_session))
+        return create_agent(
             model=self.model,
-            tools=self.tools,
-            system_prompt=instructions,
-            checkpointer=checkpointer,
+            tools=tools,
+            system_prompt=self.instructions,
+            checkpointer=self.checkpointer,
         )
diff --git a/src/talk2powersystemllm/app/models/auth.py b/src/talk2powersystemllm/app/models/auth.py
index 21727fc..b2e4e3c 100644
--- a/src/talk2powersystemllm/app/models/auth.py
+++ b/src/talk2powersystemllm/app/models/auth.py
@@ -4,6 +4,8 @@
 class AuthConfig(BaseModel):
     enabled: bool
     client_id: str | None = Field(alias="clientId")
+    frontend_app_client_id: str | None = Field(alias="frontendAppClientId")
+    scopes: list[str] | None
     authority: str | None
     logout: str | None
     login_redirect: str | None = Field(alias="loginRedirect")
diff --git a/src/talk2powersystemllm/app/server/auth.py b/src/talk2powersystemllm/app/server/auth.py
index b7cfbd8..2095639 100644
--- a/src/talk2powersystemllm/app/server/auth.py
+++ b/src/talk2powersystemllm/app/server/auth.py
@@ -15,7 +15,7 @@
 security_scheme = HTTPBearer(auto_error=False)
 
 
-def get_jwks_uri_and_issuer() -> tuple[str, str]:
+def get_jwks_uri() -> str:
     try:
         oid_config = requests.get(settings.security.oidc_discovery_url)
         oid_config.raise_for_status()
@@ -29,15 +29,13 @@ def get_jwks_uri_and_issuer() -> tuple[str, str]:
     json_response_body = oid_config.json()
     if "jwks_uri" not in json_response_body:
         raise HTTPException(status_code=500, detail="jwks_uri not found in the OpenID Configuration")
-    if "issuer" not in json_response_body:
-        raise HTTPException(status_code=500, detail="issuer not found in the OpenID Configuration")
 
-    return json_response_body["jwks_uri"], json_response_body["issuer"]
+    return json_response_body["jwks_uri"]
 
 
 @cached(cache=TTLCache(maxsize=1, ttl=settings.security.ttl))
-def get_jwks_keys_and_issuer() -> tuple[dict, str]:
-    jwks_uri, issuer = get_jwks_uri_and_issuer()
+def get_jwks_keys() -> dict:
+    jwks_uri = get_jwks_uri()
     try:
         keys = requests.get(jwks_uri)
         keys.raise_for_status()
@@ -47,17 +45,17 @@ def get_jwks_keys_and_issuer() -> tuple[dict, str]:
             exc_info=err
         )
         raise HTTPException(status_code=500, detail="Fail to get issuer keys")
-    return keys.json(), issuer
+    return keys.json()
 
 
 def verify_jwt(token: str):
-    jwks_keys, issuer = get_jwks_keys_and_issuer()
+    jwks_keys = get_jwks_keys()
     try:
         return jwt.decode(
             token,
             jwks_keys,
             audience=settings.security.audience,
-            issuer=issuer,
+            issuer=settings.security.issuer,
         )
     except ExpiredSignatureError as e:
         logging.warning("Expired Signature", exc_info=e)
diff --git a/src/talk2powersystemllm/app/server/config.py b/src/talk2powersystemllm/app/server/config.py
index 5ed6dbb..031ef47 100644
--- a/src/talk2powersystemllm/app/server/config.py
+++ b/src/talk2powersystemllm/app/server/config.py
@@ -17,6 +17,10 @@ class SecuritySettings(BaseSettings):
         default=None,
         description="The registered application (client) ID. The value is also exposed to the UI."
     )
+    frontend_app_client_id: str | None = Field(
+        default=None,
+        description="The registered frontend application (client) ID. The value is also exposed to the UI."
+    )
     oidc_discovery_url: str | None = Field(
         default=None,
         description="OpenID Connect Discovery URL."
@@ -25,6 +29,10 @@ class SecuritySettings(BaseSettings):
         default=None,
         description="The expected audience of the security tokens"
     )
+    issuer: str | None = Field(
+        default=None,
+        description="The expected issuer of the security tokens"
+    )
     ttl: int = Field(
         default=86400,
         ge=1,
@@ -51,11 +59,12 @@ class SecuritySettings(BaseSettings):
 
     @model_validator(mode="after")
     def check_required_fields_and_set_default_oidc_discovery_url(self) -> "SecuritySettings":
-        if self.enabled and ((not self.client_id) or (not self.authority)
-                             or (not self.logout) or (not self.login_redirect) or (not self.logout_redirect)
-                             or (not self.audience)):
+        if self.enabled and ((not self.client_id) or (not self.frontend_app_client_id) or (not self.authority)
+                             or (not self.logout) or (not self.login_redirect)
+                             or (not self.logout_redirect) or (not self.audience) or (not self.issuer)):
             raise ValueError("If security is enabled, the following fields are required: "
-                             "client_id, authority, logout, login_redirect, logout_redirect, audience!")
+                             "client_id, frontend_app_client_id, authority, logout, "
+                             "login_redirect, logout_redirect, audience, issuer!")
         if self.enabled and not self.oidc_discovery_url:
             self.oidc_discovery_url = (
                 self.authority.rstrip("/") + "/v2.0/.well-known/openid-configuration"
diff --git a/src/talk2powersystemllm/app/server/healthchecks/__init__.py b/src/talk2powersystemllm/app/server/healthchecks/__init__.py
index e311d5c..addf822 100644
--- a/src/talk2powersystemllm/app/server/healthchecks/__init__.py
+++ b/src/talk2powersystemllm/app/server/healthchecks/__init__.py
@@ -1,9 +1,7 @@
-from .cognite_healthcheck import CogniteHealthchecker
 from .graphdb_healthcheck import GraphDBHealthchecker
 from .healthchecks import HealthChecks
 
 __all__ = [
     "HealthChecks",
     "GraphDBHealthchecker",
-    "CogniteHealthchecker",
 ]
diff --git a/src/talk2powersystemllm/app/server/healthchecks/cognite_healthcheck.py b/src/talk2powersystemllm/app/server/healthchecks/cognite_healthcheck.py
deleted file mode 100644
index fdb1fd0..0000000
--- a/src/talk2powersystemllm/app/server/healthchecks/cognite_healthcheck.py
+++ /dev/null
@@ -1,35 +0,0 @@
-import logging
-
-from talk2powersystemllm.tools import CogniteSession
-from .healthchecks import HealthChecks
-from ..singleton import SingletonMeta
-from ...models import HealthCheck, Severity, HealthStatus
-
-
-class CogniteHealthcheck(HealthCheck):
-    severity: Severity = Severity.HIGH
-    id: str = "http://talk2powersystem.no/talk2powersystem-api/cognite-healthcheck"
-    name: str = "Cognite Health Check"
-    type: str = "cognite"
-    impact: str = "Chat bot won't be able to query Cognite or tools may not function as expected."
-    troubleshooting: str = "#cognite-health-check-status-is-not-ok"
-    description: str = "Checks if Cognite can be queried by listing the time series with limit of 1."
-
-
-class CogniteHealthchecker(metaclass=SingletonMeta):
-    def __init__(
-            self,
-            cognite_session: CogniteSession,
-    ):
-        self.__cognite_session = cognite_session
-        HealthChecks().add(self)
-
-    async def health(self) -> CogniteHealthcheck:
-        try:
-            self.__cognite_session.client().time_series.list(
-                limit=1
-            )
-            return CogniteHealthcheck(status=HealthStatus.OK, message="Cognite can be queried.")
-        except Exception as error:
-            logging.error("Exception while querying Cognite", exc_info=error)
-            return CogniteHealthcheck(status=HealthStatus.ERROR, message=str(error))
diff --git a/src/talk2powersystemllm/app/server/main.py b/src/talk2powersystemllm/app/server/main.py
index 3252f81..4adf8bf 100644
--- a/src/talk2powersystemllm/app/server/main.py
+++ b/src/talk2powersystemllm/app/server/main.py
@@ -6,6 +6,7 @@
 from contextvars import ContextVar
 from typing import Annotated, Any
 
+import msal
 from apscheduler.schedulers.asyncio import AsyncIOScheduler
 from fastapi import (
     FastAPI,
@@ -29,7 +30,7 @@
 from starlette.responses import JSONResponse, FileResponse
 from ttyg.tools import AutocompleteSearchTool
 
-from talk2powersystemllm.agent import Talk2PowerSystemAgent
+from talk2powersystemllm.agent import Talk2PowerSystemAgentFactory
 from talk2powersystemllm.tools import (
     user_datetime_ctx,
     ImageArtifact,
@@ -47,7 +48,6 @@
 from .config import settings
 from .healthchecks import (
     GraphDBHealthchecker,
-    CogniteHealthchecker,
     HealthChecks,
 )
 from .healthchecks.redis_healthcheck import RedisHealthchecker
@@ -79,13 +79,18 @@
     AboutBackendInfo,
 )
 
-API_DESCRIPTION = "Talk2PowerSystem Chat Bot Application provides functionality for chatting with the Talk2PowerSystem Chat bot"
+API_DESCRIPTION = ("Talk2PowerSystem Chat Bot Application provides functionality for chatting with the "
+                   "Talk2PowerSystem Chat bot")
 # noinspection PyTypeChecker
 gtg_info: GoodToGoInfo = None
 # noinspection PyTypeChecker
 about_info: AboutInfo = None
 # noinspection PyTypeChecker
-agent: Talk2PowerSystemAgent = None
+agent_factory: Talk2PowerSystemAgentFactory = None
+# noinspection PyTypeChecker
+confidential_app: msal.ConfidentialClientApplication = None
+# noinspection PyTypeChecker
+COGNITE_SCOPES: list[str] = None
 ctx_request = ContextVar("request", default=None)
 LoggingConfig.config_logger(settings.logging_yaml_file)
 trouble_html = get_trouble_html()
@@ -94,7 +99,9 @@
 @asynccontextmanager
 async def lifespan(_: FastAPI):
     logging.info("Starting the application")
-    global agent
+    global agent_factory
+    global confidential_app
+    global COGNITE_SCOPES
 
     redis_password = settings.redis.password
     redis_auth = ""
@@ -112,17 +119,26 @@ async def lifespan(_: FastAPI):
             "refresh_on_read": settings.redis.ttl_refresh_on_read,
         }
     ) as memory_saver:
-
         await memory_saver.asetup()
         RedisHealthchecker(memory_saver._redis)
-        agent = Talk2PowerSystemAgent(
+        agent_factory = Talk2PowerSystemAgentFactory(
             settings.agent_config,
             checkpointer=memory_saver
         )
-
-        GraphDBHealthchecker(agent.graphdb_client)
-        if agent.cognite_session:
-            CogniteHealthchecker(agent.cognite_session)
+        if settings.security.enabled and agent_factory.settings.tools.cognite:
+            if not agent_factory.settings.tools.cognite.client_secret:
+                raise ValueError(
+                    "Cognite client secret must be provided in order to register the Cognite tools, "
+                    "when the security is enabled."
+                )
+            confidential_app = msal.ConfidentialClientApplication(
+                settings.security.client_id,
+                authority=settings.security.authority,
+                client_credential=agent_factory.settings.tools.cognite.client_secret,
+            )
+            COGNITE_SCOPES = [f"{agent_factory.settings.tools.cognite.base_url}/.default"]
+
+        GraphDBHealthchecker(agent_factory.graphdb_client)
 
         scheduler = AsyncIOScheduler()
         scheduler.add_job(update_gtg_info, 'interval', seconds=settings.gtg_refresh_interval)
@@ -270,7 +286,7 @@ async def update_about_info() -> None:
 
 def get_about_ontologies() -> list[AboutOntologyInfo]:
     query = files("talk2powersystemllm.app.server.queries").joinpath("about_ontologies_query.rq").read_text()
-    query_results, _ = agent.graphdb_client.eval_sparql_query(query, validation=False)
+    query_results, _ = agent_factory.graphdb_client.eval_sparql_query(query, validation=False)
     ontologies: list[AboutOntologyInfo] = []
     for binding in query_results["results"]["bindings"]:
         ontologies.append(AboutOntologyInfo(
@@ -284,7 +300,7 @@ def get_about_ontologies() -> list[AboutOntologyInfo]:
 
 def get_about_datasets() -> list[AboutDatasetInfo]:
     query = files("talk2powersystemllm.app.server.queries").joinpath("about_datasets_query.rq").read_text()
-    query_results, _ = agent.graphdb_client.eval_sparql_query(query, validation=False)
+    query_results, _ = agent_factory.graphdb_client.eval_sparql_query(query, validation=False)
     datasets: list[AboutDatasetInfo] = []
     for binding in query_results["results"]["bindings"]:
         datasets.append(AboutDatasetInfo(
@@ -297,20 +313,20 @@ def get_about_datasets() -> list[AboutDatasetInfo]:
 
 def get_about_graphdb() -> AboutGraphDBInfo:
     query = files("talk2powersystemllm.app.server.queries").joinpath("about_graphdb_query.rq").read_text()
-    query_results, _ = agent.graphdb_client.eval_sparql_query(query, validation=False)
+    query_results, _ = agent_factory.graphdb_client.eval_sparql_query(query, validation=False)
     schema_graph = Graph().parse(
         data=query_results,
         format="turtle",
     )
     onto = Namespace("http://www.ontotext.com/")
     return AboutGraphDBInfo(
-        baseUrl=agent.settings.graphdb.base_url,
-        repository=agent.settings.graphdb.repository_id,
+        baseUrl=agent_factory.settings.graphdb.base_url,
+        repository=agent_factory.settings.graphdb.repository_id,
         version=list(schema_graph.objects(onto.SI_has_Revision, None))[0].value,
         numberOfExplicitTriples=list(schema_graph.objects(onto.SI_number_of_explicit_triples, None))[0].value,
         numberOfTriples=list(schema_graph.objects(onto.SI_number_of_triples, None))[0].value,
-        autocompleteIndexStatus=agent.graphdb_client.get_autocomplete_status(),
-        rdfRankStatus=agent.graphdb_client.get_rdf_rank_status(),
+        autocompleteIndexStatus=agent_factory.graphdb_client.get_autocomplete_status(),
+        rdfRankStatus=agent_factory.graphdb_client.get_rdf_rank_status(),
     )
 
 
@@ -318,55 +334,58 @@ def get_about_agent() -> AboutAgentInfo:
     tools: dict[str, dict[str, Any]] = dict()
     tools["sparql_query"] = {"enabled": True}
     tools["display_graphics"] = {"enabled": True}
-    if agent.settings.tools.display_graphics and agent.settings.tools.display_graphics.sparql_query_template:
+    if (agent_factory.settings.tools.display_graphics and
+        agent_factory.settings.tools.display_graphics.sparql_query_template):
         tools["display_graphics"].update({
-            "sparql_query_template": agent.settings.tools.display_graphics.sparql_query_template,
+            "sparql_query_template": agent_factory.settings.tools.display_graphics.sparql_query_template,
         })
     else:
-        tool: GraphicsTool = [tool for tool in agent.tools if tool.name == "display_graphics"][0]
+        display_graphics_tool: GraphicsTool = \
+            [tool for tool in agent_factory.tools if tool.name == "display_graphics"][0]
         tools["display_graphics"].update({
-            "sparql_query_template": tool.sparql_query_template
+            "sparql_query_template": display_graphics_tool.sparql_query_template
         })
     tools["autocomplete_search"] = {
         "enabled": True,
-        "property_path": agent.settings.tools.autocomplete_search.property_path,
+        "property_path": agent_factory.settings.tools.autocomplete_search.property_path,
     }
-    if agent.settings.tools.autocomplete_search.sparql_query_template:
+    if agent_factory.settings.tools.autocomplete_search.sparql_query_template:
         tools["autocomplete_search"].update({
-            "sparql_query_template": agent.settings.tools.autocomplete_search.sparql_query_template,
+            "sparql_query_template": agent_factory.settings.tools.autocomplete_search.sparql_query_template,
         })
     else:
-        tool: AutocompleteSearchTool = [tool for tool in agent.tools if tool.name == "autocomplete_search"][0]
+        autocomplete_search_tool: AutocompleteSearchTool = \
+            [tool for tool in agent_factory.tools if tool.name == "autocomplete_search"][0]
         tools["autocomplete_search"].update({
-            "sparql_query_template": tool.sparql_query_template
+            "sparql_query_template": autocomplete_search_tool.sparql_query_template
         })
-    tools["sample_sparql_queries"] = {"enabled": True if agent.settings.tools.retrieval_search else False}
-    if agent.settings.tools.retrieval_search:
+    tools["sample_sparql_queries"] = {"enabled": True if agent_factory.settings.tools.retrieval_search else False}
+    if agent_factory.settings.tools.retrieval_search:
         tools["sample_sparql_queries"].update({
-            "sparql_query_template": agent.settings.tools.retrieval_search.sparql_query_template,
-            "connector_name": agent.settings.tools.retrieval_search.connector_name,
+            "sparql_query_template": agent_factory.settings.tools.retrieval_search.sparql_query_template,
+            "connector_name": agent_factory.settings.tools.retrieval_search.connector_name,
         })
-    tools["retrieve_data_points"] = {"enabled": True if agent.settings.tools.cognite else False}
-    tools["retrieve_time_series"] = {"enabled": True if agent.settings.tools.cognite else False}
-    if agent.settings.tools.cognite:
+    tools["retrieve_data_points"] = {"enabled": True if agent_factory.settings.tools.cognite else False}
+    tools["retrieve_time_series"] = {"enabled": True if agent_factory.settings.tools.cognite else False}
+    if agent_factory.settings.tools.cognite:
         tools["retrieve_data_points"].update({
-            "base_url": agent.settings.tools.cognite.base_url,
-            "project": agent.settings.tools.cognite.project,
-            "client_name": agent.settings.tools.cognite.client_name,
+            "base_url": agent_factory.settings.tools.cognite.base_url,
+            "project": agent_factory.settings.tools.cognite.project,
+            "client_name": agent_factory.settings.tools.cognite.client_name,
         })
         tools["retrieve_time_series"].update({
-            "base_url": agent.settings.tools.cognite.base_url,
-            "project": agent.settings.tools.cognite.project,
-            "client_name": agent.settings.tools.cognite.client_name,
+            "base_url": agent_factory.settings.tools.cognite.base_url,
+            "project": agent_factory.settings.tools.cognite.project,
+            "client_name": agent_factory.settings.tools.cognite.client_name,
         })
     tools["now"] = {"enabled": True}
     return AboutAgentInfo(
-        assistantInstructions=agent.settings.prompts.assistant_instructions,
+        assistantInstructions=agent_factory.settings.prompts.assistant_instructions,
         llm=AboutLLMInfo(
-            type=agent.settings.llm.type,
-            model=agent.settings.llm.model,
-            temperature=agent.settings.llm.temperature,
-            seed=agent.settings.llm.seed,
+            type=agent_factory.settings.llm.type,
+            model=agent_factory.settings.llm.model,
+            temperature=agent_factory.settings.llm.temperature,
+            seed=agent_factory.settings.llm.seed,
         ),
         tools=tools,
     )
@@ -410,9 +429,13 @@ async def about(x_request_id: Annotated[str | None, Header()] = None) -> AboutIn
 async def get_auth_config(
     x_request_id: Annotated[str | None, Header()] = None,
 ) -> AuthConfig:
+    scopes = ["openid", "profile", f"{settings.security.audience}/access_as_user"] if settings.security.enabled else \
+        None
     return AuthConfig(
         enabled=settings.security.enabled,
         clientId=settings.security.client_id,
+        frontendAppClientId=settings.security.frontend_app_client_id,
+        scopes=scopes,
         authority=settings.security.authority,
         logout=settings.security.logout,
         loginRedirect=settings.security.login_redirect,
@@ -420,6 +443,24 @@ async def get_auth_config(
     )
 
 
+def exchange_obo_for_cognite(user_access_token: str) -> dict:
+    result = confidential_app.acquire_token_silent(COGNITE_SCOPES, account=None)
+    if result:
+        logging.debug("Cognite token acquired.")
+        return result["access_token"]
+
+    logging.debug("Acquiring token for Cognite using OBO.")
+    result = confidential_app.acquire_token_on_behalf_of(
+        user_assertion=user_access_token,
+        scopes=COGNITE_SCOPES,
+    )
+    if "access_token" not in result:
+        error_message = f"Failed to obtain OBO token for Cognite: {result}"
+        logging.error(error_message)
+        raise HTTPException(status_code=401, detail=error_message)
+    return result
+
+
 # noinspection PyUnusedLocal
 @app.get(
     "/rest/chat/diagrams/{filename}",
@@ -469,7 +510,9 @@ def build_diagram_image_url(request: Request, filename: str) -> str:
 
 
 def build_gdb_visual_graph_url(link: str) -> str:
-    return agent.settings.graphdb.base_url + ("" if agent.settings.graphdb.base_url.endswith("/") else "/") + link
+    return agent_factory.settings.graphdb.base_url + \
+        ("" if agent_factory.settings.graphdb.base_url.endswith("/") else "/") + \
+        link
 
 
 # noinspection PyUnusedLocal
@@ -508,13 +551,22 @@ async def conversations(
     chat_request: ChatRequest,
     x_request_id: Annotated[str | None, Header()] = None,
     x_user_datetime: Annotated[str | None, Header()] = None,
+    authorization: Annotated[str | None, Header()] = None,
     claims=Depends(conditional_security),
 ) -> ChatResponse:
+    cognite_obo_token = None
+    if (settings.security.enabled and agent_factory.settings.tools.cognite and
+        agent_factory.settings.tools.cognite.client_secret):
+        token_result = exchange_obo_for_cognite(authorization)
+        cognite_obo_token = token_result["access_token"]
+
+    agent = agent_factory.get_agent(cognite_obo_token)
+
     user_datetime_ctx.set(x_user_datetime)
 
     conversation_id = chat_request.conversation_id
     if conversation_id:
-        checkpoint = await agent.agent.checkpointer.aget({"configurable": {"thread_id": conversation_id}})
+        checkpoint = await agent.checkpointer.aget({"configurable": {"thread_id": conversation_id}})
         if not checkpoint:
             raise ConversationNotFound(f"Conversation with id \"{conversation_id}\" not found.")
     else:
@@ -530,9 +582,10 @@ async def conversations(
     sum_input_tokens, sum_output_tokens, sum_total_tokens = 0, 0, 0
 
     # noinspection PyTypeChecker
-    async for output in agent.agent.astream(input_, runnable_config, stream_mode="updates"):
+    async for output in agent.astream(input_, runnable_config, stream_mode="updates"):
         output = dict(output)
         logging.debug(f"Conversation {conversation_id}: Output {output}")
+
         if "model" in output and "messages" in output["model"]:
             for ai_message in output["model"]["messages"]:
                 usage_metadata = ai_message.usage_metadata
@@ -647,7 +700,7 @@ async def explain(
     claims=Depends(conditional_security),
 ) -> ExplainResponse:
     conversation_id, message_id = request.conversation_id, request.message_id
-    checkpoint = await agent.agent.checkpointer.aget({"configurable": {"thread_id": conversation_id}})
+    checkpoint = await agent_factory.checkpointer.aget({"configurable": {"thread_id": conversation_id}})
 
     if not checkpoint:
         raise ConversationNotFound(f"Conversation with id \"{conversation_id}\" not found.")
diff --git a/src/talk2powersystemllm/app/trouble.md b/src/talk2powersystemllm/app/trouble.md
index e6436d9..e96b49b 100644
--- a/src/talk2powersystemllm/app/trouble.md
+++ b/src/talk2powersystemllm/app/trouble.md
@@ -67,6 +67,17 @@ Response Body JSON Schema:
     "clientId": {
       "type": "string"
     },
+    "frontendAppClientId": {
+      "type": "string"
+    },
+    "scopes": {
+      "type": "array",
+      "items": [
+        {
+          "type": "string"
+        }
+      ]
+    },
     "authority": {
       "type": "string"
     },
@@ -91,11 +102,17 @@ Sample Response Body:
 ```json
 {
   "enabled": true,
-  "clientId": "6f8c5e30-b4b4-4b78-bdba-0ac5f5947fb6",
+  "clientId": "7b9f2087-68f1-45fe-a21d-023daedd4047",
+  "frontendAppClientId": "10acd638-f239-4aa2-8186-761512253325",
+  "scopes": [
+    "openid",
+    "profile",
+    "api://7b9f2087-68f1-45fe-a21d-023daedd4047/access_as_user"
+  ],
   "authority": "https://login.microsoftonline.com/519ed184-e4d5-4431-97e5-fb4410a3f875",
-  "logout": "https://login.microsoftonline.com/519ed184-e4d5-4431-97e5-fb4410a3f875/oauth2/logout",
-  "loginRedirect": "http://localhost:3000",
-  "logoutRedirect": "http://localhost:3000/login"
+  "logout": "https://login.microsoftonline.com/519ed184-e4d5-4431-97e5-fb4410a3f875/oauth2/v2.0/logout",
+  "loginRedirect": "http://localhost:3000/",
+  "logoutRedirect": "http://localhost:3000/"
 }
 ```
 
@@ -729,17 +746,6 @@ Sample Response Body:
             "description": "Checks if Redis can be queried.",
             "message": "Redis can be queried."
         },
-        {
-            "status": "OK",
-            "severity": "HIGH",
-            "id": "http://talk2powersystem.no/talk2powersystem-api/cognite-healthcheck",
-            "name": "Cognite Health Check",
-            "type": "cognite",
-            "impact": "Chat bot won't be able to query Cognite or tools may not function as expected.",
-            "troubleshooting": "http://localhost:8000/__trouble#cognite-health-check-status-is-not-ok",
-            "description": "Checks if Cognite can be queried by listing the time series with limit of 1.",
-            "message": "Cognite can be queried."
-        },
         {
             "status": "OK",
             "severity": "HIGH",
@@ -1706,6 +1712,7 @@ experienced with the following:
 * GraphDB
 * Cognite
 * Azure OpenAI
+* OpenID, Microsoft Entra ID
 * Redis
 
 ## Resolving Known Issues
@@ -1720,10 +1727,6 @@ Most probable cause: ["GraphDB can't be queried or is mis-configured"](#graphdb-
 
 Most probable cause: ["GraphDB can't be queried or is mis-configured"](#graphdb-cant-be-queried-or-is-mis-configured)
 
-#### Cognite health check status is not OK
-
-Most probable cause: ["Cognite can't be queried or is mis-configured"](#cognite-cant-be-queried-or-is-mis-configured)
-
 #### Calls made by the LLM agent to the tools `retrieve_time_series`, `retrieve_data_points` are failing
 
 Most probable cause: ["Cognite can't be queried or is mis-configured"](#cognite-cant-be-queried-or-is-mis-configured)
@@ -1760,12 +1763,21 @@ This section lists the causes of known issues and provides solutions.
 ##### Solution
 
 - Make sure Cognite is reachable from the app host.
-- Make sure Cognite credentials are correct.
+- Make sure the application security is enabled, otherwise Cognite won't be accessible.
+- Make sure that in the application configuration in Azure `user impersonation` for Cognite is set under API permissions and is approved.
+- Make sure the property `tools.cognite.client_secret` is set and has a correct value. To create / obtain it you (or your Azure admin) must:
+    1. Go to the Azure Portal → Microsoft Entra ID → App registrations → Your FastAPI Backend App
+    2. In the left menu, choose Certificates & secrets
+    3. Under Client secrets, click ➕ New client secret
+    4. Give it a description and choose an expiry (6 months, 12 months, custom)
+    5. Click Add
+    Azure will show you:
+        - Value – this is your actual secret (copy it now → you can’t view it later)
+        - Secret ID – an internal reference (not needed in code)
 
 ##### Verification
 
-- Check the response status code of the `__gtg` endpoint, it must be `200`.
-- Check the response body of the `__health` endpoint, Cognite health check must have status `OK`.
+Users no longer report that the calls made by the LLM agent to the tools `retrieve_time_series`, `retrieve_data_points` are failing.
 
 #### Redis can't be queried or is mis-configured
 
diff --git a/src/talk2powersystemllm/scripts/run_evaluation.py b/src/talk2powersystemllm/scripts/run_evaluation.py
index 164b9e4..05fbd14 100644
--- a/src/talk2powersystemllm/scripts/run_evaluation.py
+++ b/src/talk2powersystemllm/scripts/run_evaluation.py
@@ -11,7 +11,7 @@
 from tqdm import tqdm
 from ttyg.agents import run_agent_for_evaluation
 
-from talk2powersystemllm.agent import Talk2PowerSystemAgent
+from talk2powersystemllm.agent import Talk2PowerSystemAgentFactory
 from talk2powersystemllm.qa_dataset import load_and_split_qa_dataset
 
 
@@ -113,9 +113,9 @@ def main():
     results_dir.mkdir(parents=True, exist_ok=True)
 
     _, dev_split, test_split = load_and_split_qa_dataset(Path(args.qa_dataset_path), n_templates=args.n_templates)
-    agent: CompiledStateGraph = Talk2PowerSystemAgent(
+    agent: CompiledStateGraph = Talk2PowerSystemAgentFactory(
         Path(args.chat_config_path),
-    ).agent
+    ).get_agent()
 
     run_evaluation_on_split(agent, dev_split, "dev", results_dir)
     run_evaluation_on_split(agent, test_split, "test", results_dir)
diff --git a/src/talk2powersystemllm/tools/cognite/base.py b/src/talk2powersystemllm/tools/cognite/base.py
index 2ca3445..dae434a 100644
--- a/src/talk2powersystemllm/tools/cognite/base.py
+++ b/src/talk2powersystemllm/tools/cognite/base.py
@@ -16,13 +16,14 @@ class CogniteSession:
     _expires_at: datetime | None
 
     def __init__(
-            self,
-            base_url: str,
-            client_name: str,
-            project: str,
-            token_file_path: Path | None = None,
-            interactive_client_id: str | None = None,
-            tenant_id: str | None = None,
+        self,
+        base_url: str,
+        client_name: str,
+        project: str,
+        token_file_path: Path | None = None,
+        interactive_client_id: str | None = None,
+        tenant_id: str | None = None,
+        obo_token: str | None = None,
     ):
         """
         Configure CogniteSession instance.
@@ -41,15 +42,19 @@ def __init__(
             tenant_id (str | None): Azure tenant ID.
         """
 
-        if token_file_path:
+        if obo_token:
+            credentials = CredentialProvider.load({"token": obo_token})
+        elif token_file_path:
             self._token_file_path = token_file_path
             credentials = self._refresh()
-        else:
+        elif interactive_client_id and tenant_id:
             credentials = OAuthInteractive(
                 authority_url=f"https://login.microsoftonline.com/{tenant_id}",
                 client_id=interactive_client_id,
                 scopes=[f"{base_url}/.default"],
             )
+        else:
+            raise ValueError("Cannot initialize a Cognite client with the provided configuration!")
 
         config = ClientConfig(
             base_url=base_url,