diff --git a/src/backend/requirements.in b/src/backend/requirements.in
index 24656418..4e14c7f5 100644
--- a/src/backend/requirements.in
+++ b/src/backend/requirements.in
@@ -25,7 +25,7 @@ sqlalchemy>=2.0.52,<2.1
 alembic>=1.19.1
 psycopg2-binary>=2.9.12
 openai>=2.4.0
-mlflow>=3.15.1
+mlflow>=3.16.0
 rdflib>=7.1.0
 jsonschema>=4.22.0
 bleach>=6.4.0
diff --git a/src/backend/requirements.txt b/src/backend/requirements.txt
index 267e9ab5..25d2599b 100644
--- a/src/backend/requirements.txt
+++ b/src/backend/requirements.txt
@@ -147,6 +147,7 @@ anyio==4.13.0 \
     --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
     # via
     #   httpx
+    #   mlflow-skinny
     #   openai
     #   starlette
 async-timeout==5.0.1 \
@@ -1370,17 +1371,17 @@ matplotlib==3.10.8 \
     --hash=sha256:f9b587c9c7274c1613a30afabf65a272114cd6cdbe67b3406f818c79d7ab2e2a \
     --hash=sha256:fb061f596dad3a0f52b60dc6a5dec4a0c300dec41e058a7efe09256188d170b7
     # via mlflow
-mlflow==3.15.1 \
-    --hash=sha256:6177b02c442d7d6ab3ad752daa826db9cf993e255450fb4b00ea8b7b5539c01d \
-    --hash=sha256:c91f78d304d8ef825869ea07e638c73a2850660f0d9f098993bacecc359f8a75
+mlflow==3.16.0 \
+    --hash=sha256:c4ac5e8634aacad1a3d7d5a1a31be9279593ebd48b84272843682db11970cf71 \
+    --hash=sha256:e39d3e4dd13aab864f821a3c3d871eb5e2db3d4557e60db8592f23cbafa1e830
     # via -r src/backend/requirements.in
-mlflow-skinny==3.15.1 \
-    --hash=sha256:8c53c85bf0fe6e9ba8aa72f6b8675c774d1ff55b00735a5cd33a510803905237 \
-    --hash=sha256:b62056806d0afc425e8948233a3646b0b3af504702ff3b334b6395f48b22b832
+mlflow-skinny==3.16.0 \
+    --hash=sha256:f02330c33f231fc19312bc35c64206e1504a63838fbabdac4b1882d6416bd2b8 \
+    --hash=sha256:ff4e676eb469d769efc27036f9cb804e0709c125a2645a3902743d917b3771ae
     # via mlflow
-mlflow-tracing==3.15.1 \
-    --hash=sha256:3cdef1f1675fe2c7c9f409e132439d65b063e37455b338027bfb2c0f986bebca \
-    --hash=sha256:ba1c4d873151c0ceeab37f53daf0997feea18a1c092358995072dc53e1944a29
+mlflow-tracing==3.16.0 \
+    --hash=sha256:2b7c8ec19233868b965b141dd3c20f92e5bbdcdaf90f41ae1d2e6b6d1c04e785 \
+    --hash=sha256:383b920d5421f8f596a73bbc698f065ac62c4277146d2bdb2352096ec528bcb2
     # via mlflow
 multidict==6.7.1 \
     --hash=sha256:026d264228bcd637d4e060844e39cdc60f86c479e463d49075dedc21b18fbbe0 \
diff --git a/src/requirements.txt b/src/requirements.txt
index ba660a85..9cce8023 100644
--- a/src/requirements.txt
+++ b/src/requirements.txt
@@ -147,6 +147,7 @@ anyio==4.13.0 \
     --hash=sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc
     # via
     #   httpx
+    #   mlflow-skinny
     #   openai
     #   sse-starlette
     #   starlette
@@ -1575,17 +1576,17 @@ matplotlib==3.10.8 \
     --hash=sha256:f9b587c9c7274c1613a30afabf65a272114cd6cdbe67b3406f818c79d7ab2e2a \
     --hash=sha256:fb061f596dad3a0f52b60dc6a5dec4a0c300dec41e058a7efe09256188d170b7
     # via mlflow
-mlflow==3.15.1 \
-    --hash=sha256:6177b02c442d7d6ab3ad752daa826db9cf993e255450fb4b00ea8b7b5539c01d \
-    --hash=sha256:c91f78d304d8ef825869ea07e638c73a2850660f0d9f098993bacecc359f8a75
+mlflow==3.16.0 \
+    --hash=sha256:c4ac5e8634aacad1a3d7d5a1a31be9279593ebd48b84272843682db11970cf71 \
+    --hash=sha256:e39d3e4dd13aab864f821a3c3d871eb5e2db3d4557e60db8592f23cbafa1e830
     # via -r src/backend/requirements.in
-mlflow-skinny==3.15.1 \
-    --hash=sha256:8c53c85bf0fe6e9ba8aa72f6b8675c774d1ff55b00735a5cd33a510803905237 \
-    --hash=sha256:b62056806d0afc425e8948233a3646b0b3af504702ff3b334b6395f48b22b832
+mlflow-skinny==3.16.0 \
+    --hash=sha256:f02330c33f231fc19312bc35c64206e1504a63838fbabdac4b1882d6416bd2b8 \
+    --hash=sha256:ff4e676eb469d769efc27036f9cb804e0709c125a2645a3902743d917b3771ae
     # via mlflow
-mlflow-tracing==3.15.1 \
-    --hash=sha256:3cdef1f1675fe2c7c9f409e132439d65b063e37455b338027bfb2c0f986bebca \
-    --hash=sha256:ba1c4d873151c0ceeab37f53daf0997feea18a1c092358995072dc53e1944a29
+mlflow-tracing==3.16.0 \
+    --hash=sha256:2b7c8ec19233868b965b141dd3c20f92e5bbdcdaf90f41ae1d2e6b6d1c04e785 \
+    --hash=sha256:383b920d5421f8f596a73bbc698f065ac62c4277146d2bdb2352096ec528bcb2
     # via mlflow
 multidict==6.7.1 \
     --hash=sha256:026d264228bcd637d4e060844e39cdc60f86c479e463d49075dedc21b18fbbe0 \