diff --git a/bitnami/mlflow/2/debian-12/Dockerfile b/bitnami/mlflow/2/debian-12/Dockerfile
index b40c070a5bb1..e9e339e3442b 100644
--- a/bitnami/mlflow/2/debian-12/Dockerfile
+++ b/bitnami/mlflow/2/debian-12/Dockerfile
@@ -7,13 +7,13 @@ ARG TARGETARCH
 
 LABEL com.vmware.cp.artifact.flavor="sha256:c50c90cfd9d12b445b011e6ad529f1ad3daea45c26d20b00732fae3cd71f6a83" \
       org.opencontainers.image.base.name="docker.io/bitnami/minideb:bookworm" \
-      org.opencontainers.image.created="2024-03-06T18:20:43Z" \
+      org.opencontainers.image.created="2024-03-20T04:14:04Z" \
       org.opencontainers.image.description="Application packaged by VMware, Inc" \
       org.opencontainers.image.licenses="Apache-2.0" \
-      org.opencontainers.image.ref.name="2.11.1-debian-12-r0" \
+      org.opencontainers.image.ref.name="2.11.2-debian-12-r0" \
       org.opencontainers.image.title="mlflow" \
       org.opencontainers.image.vendor="VMware, Inc." \
-      org.opencontainers.image.version="2.11.1"
+      org.opencontainers.image.version="2.11.2"
 
 ENV HOME="/" \
     OS_ARCH="${TARGETARCH:-amd64}" \
@@ -26,8 +26,8 @@ SHELL ["/bin/bash", "-o", "errexit", "-o", "nounset", "-o", "pipefail", "-c"]
 RUN install_packages ca-certificates curl git libbz2-1.0 libcom-err2 libcrypt1 libffi8 libgcc-s1 libgmp10 libgnutls30 libgssapi-krb5-2 libhogweed6 libidn2-0 libk5crypto3 libkeyutils1 libkrb5-3 libkrb5support0 libldap-2.5-0 liblzma5 libncursesw6 libnettle8 libnsl2 libp11-kit0 libpq5 libreadline8 libsasl2-2 libsqlite3-0 libssl3 libstdc++6 libtasn1-6 libtinfo6 libtirpc3 libunistring2 procps zlib1g
 RUN mkdir -p /tmp/bitnami/pkg/cache/ ; cd /tmp/bitnami/pkg/cache/ ; \
     COMPONENTS=( \
-      "python-3.10.13-20-linux-${OS_ARCH}-debian-12" \
-      "mlflow-2.11.1-0-linux-${OS_ARCH}-debian-12" \
+      "python-3.10.14-0-linux-${OS_ARCH}-debian-12" \
+      "mlflow-2.11.2-0-linux-${OS_ARCH}-debian-12" \
     ) ; \
     for COMPONENT in "${COMPONENTS[@]}"; do \
       if [ ! -f "${COMPONENT}.tar.gz" ]; then \
@@ -46,7 +46,7 @@ RUN find / -perm /6000 -type f -exec chmod a-s {} \; || true
 RUN mkdir /.local && chmod g+rwX /.local
 
 RUN mkdir -p /app/mlruns /app/mlartifacts /bitnami/mlflow && chmod g+rwX /app /app/mlruns /app/mlartifacts /bitnami/mlflow && ln -s /opt/bitnami/python/lib/*/site-packages/mlflow/server/auth/ /bitnami/mlflow-basic-auth
-ENV APP_VERSION="2.11.1" \
+ENV APP_VERSION="2.11.2" \
     BITNAMI_APP_NAME="mlflow" \
     PATH="/opt/bitnami/python/bin:$PATH"
 
diff --git a/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json b/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
index 9966e081b974..f98fcc53f3e6 100644
--- a/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
+++ b/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
@@ -3,12 +3,12 @@
         "arch": "amd64",
         "distro": "debian-12",
         "type": "NAMI",
-        "version": "2.11.1-0"
+        "version": "2.11.2-0"
     },
     "python": {
         "arch": "amd64",
         "distro": "debian-12",
         "type": "NAMI",
-        "version": "3.10.13-20"
+        "version": "3.10.14-0"
     }
 }
\ No newline at end of file
diff --git a/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/scripts/libbitnami.sh b/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/scripts/libbitnami.sh
index 3853c789b2ea..aa782fc6a4db 100644
--- a/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/scripts/libbitnami.sh
+++ b/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/scripts/libbitnami.sh
@@ -48,6 +48,7 @@ print_image_welcome_page() {
     info "${BOLD}Welcome to the Bitnami ${BITNAMI_APP_NAME} container${RESET}"
     info "Subscribe to project updates by watching ${BOLD}${github_url}${RESET}"
     info "Submit issues and feature requests at ${BOLD}${github_url}/issues${RESET}"
+    info "Upgrade to Tanzu Application Catalog for production environments to access custom-configured and pre-packaged software components. Gain enhanced features, including Software Bill of Materials (SBOM), CVE scan result reports, and VEX documents. To learn more, visit ${BOLD}https://bitnami.com/enterprise${RESET}"
     info ""
 }
 
diff --git a/bitnami/mlflow/2/debian-12/tags-info.yaml b/bitnami/mlflow/2/debian-12/tags-info.yaml
index 705e641cacfd..c4e33faa0c3d 100644
--- a/bitnami/mlflow/2/debian-12/tags-info.yaml
+++ b/bitnami/mlflow/2/debian-12/tags-info.yaml
@@ -1,5 +1,5 @@
 rolling-tags:
 - "2"
 - 2-debian-12
-- 2.11.1
+- 2.11.2
 - latest