diff --git a/pyproject.toml b/pyproject.toml
index 45fba92..b389fa4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,7 +24,7 @@ dependencies = [
   "omegaconf>=2.3.1",
   "pandas>=2.3.3", # MLflow 3.x pins pandas<3; pandas 3.0 is held back by MLflow compat
   "pandera>=0.32.1",
-  "plotly>=6.8.0",
+  "plotly>=6.9.0",
   "plyer>=2.1.0",
   "psutil>=7.2.2",
   "pyarrow>=19.0.1",
diff --git a/uv.lock b/uv.lock
index 75cbfa6..a87faea 100644
--- a/uv.lock
+++ b/uv.lock
@@ -216,7 +216,7 @@ requires-dist = [
     { name = "omegaconf", specifier = ">=2.3.1" },
     { name = "pandas", specifier = ">=2.3.3" },
     { name = "pandera", specifier = ">=0.32.1" },
-    { name = "plotly", specifier = ">=6.8.0" },
+    { name = "plotly", specifier = ">=6.9.0" },
     { name = "plyer", specifier = ">=2.1.0" },
     { name = "psutil", specifier = ">=7.2.2" },
     { name = "pyarrow", specifier = ">=19.0.1" },
@@ -1861,15 +1861,15 @@ wheels = [
 
 [[package]]
 name = "plotly"
-version = "6.8.0"
+version = "6.9.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "narwhals" },
     { name = "packaging" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/94/fd/d72c292d78aadb93d1a9bcd76bf3c678271040c7cf10abe5788b33040a39/plotly-6.8.0.tar.gz", hash = "sha256:e088e7ddc68d4f70e3d66659224727a45296d71d2b8284181862d3d8f1f0d88f", size = 6915161, upload-time = "2026-06-03T18:33:40.226Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/96/07/795c79dbce40c39bece88e69d049babbd23ffa95b5d117f248db8ea03abb/plotly-6.9.0.tar.gz", hash = "sha256:967ad33e8c704fed051800d11d985eb206a9c795c14206b30a6f463ed9c67d0d", size = 6919903, upload-time = "2026-07-09T14:55:59.982Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f9/14/abe5ce876ab5b66ee3c691bf537fcd43d037aea55d447aacf74630a8f31e/plotly-6.8.0-py3-none-any.whl", hash = "sha256:13c5c4a0f70b74cab1913eda0de49b826df5931708eb6f9c3010040614700ec8", size = 9902055, upload-time = "2026-06-03T18:33:34.26Z" },
+    { url = "https://files.pythonhosted.org/packages/24/18/d8544811ab076f876c4892b3714f5b0dad335e1dc33aef826df431b8325d/plotly-6.9.0-py3-none-any.whl", hash = "sha256:36bebe2f1bb13884774fe61689c329071446f6ce4a8927fb1f0d6fb24f581236", size = 9909646, upload-time = "2026-07-09T14:55:55.421Z" },
 ]
 
 [[package]]
@@ -2538,16 +2538,16 @@ resolution-markers = [
     "platform_machine == 'x86_64' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "cloudpickle" },
-    { name = "numba" },
-    { name = "numpy" },
-    { name = "packaging" },
-    { name = "pandas" },
-    { name = "scikit-learn" },
-    { name = "scipy" },
-    { name = "slicer" },
-    { name = "tqdm" },
-    { name = "typing-extensions" },
+    { name = "cloudpickle", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "numba", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "numpy", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "packaging", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "pandas", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "scikit-learn", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "scipy", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "slicer", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "tqdm", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
+    { name = "typing-extensions", marker = "platform_machine == 'x86_64' and sys_platform == 'darwin'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/dc/c6/9823a7f483aa9f3179fc359c10d22da9e418b1a7a3fc99a42b705d05e82a/shap-0.49.1.tar.gz", hash = "sha256:1114ecd804fff29f50d522ce6031082fcf42fe4a32fb1b5da233b2415d784c8c", size = 4084725, upload-time = "2025-10-14T10:04:49.75Z" }
 
@@ -2559,16 +2559,16 @@ resolution-markers = [
     "platform_machine != 'x86_64' or sys_platform != 'darwin'",
 ]
 dependencies = [
-    { name = "cloudpickle" },
-    { name = "llvmlite" },
-    { name = "numba" },
-    { name = "numpy" },
-    { name = "packaging" },
-    { name = "pandas" },
-    { name = "scikit-learn" },
-    { name = "scipy" },
-    { name = "slicer" },
-    { name = "tqdm" },
+    { name = "cloudpickle", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "llvmlite", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "numba", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "numpy", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "packaging", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "pandas", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "scikit-learn", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "scipy", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "slicer", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
+    { name = "tqdm", marker = "platform_machine != 'x86_64' or sys_platform != 'darwin'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/fc/0a/aa278f42c08cb47f2bb503085be0c521da2886929c6605b6105748a7590f/shap-0.52.0.tar.gz", hash = "sha256:81d4ae478f67f8122de1bb411dc4e3ddff0604cbc27dc9cb8ea66d5c73462fd2", size = 4192842, upload-time = "2026-05-28T14:17:49.011Z" }
 wheels = [