diff --git a/docker/base-image/Dockerfile b/docker/base-image/Dockerfile
index e8337a04ad1..4a0b5ad1dc6 100644
--- a/docker/base-image/Dockerfile
+++ b/docker/base-image/Dockerfile
@@ -1,5 +1,4 @@
-FROM eclipse-temurin:11.0.15_10-jre-alpine@sha256:d401c4025eb1ead95cf2ca83cd5155bff8756527a4f4e9820570900e835f5ba4
-
+FROM azul/zulu-openjdk-alpine:17.0.9-jre
 LABEL maintainer="Flowable <info@flowable.org>"
 RUN apk add --no-cache ttf-dejavu && rm -rf /var/cache/apk/*
 
diff --git a/docker/base-image/README.md b/docker/base-image/README.md
index c695e1cd3c1..3401ea1f101 100644
--- a/docker/base-image/README.md
+++ b/docker/base-image/README.md
@@ -1,6 +1,6 @@
 # Flowable Docker base image
 
-Extends from eclipse-temurin:11.0.15_10-jdk-alpine
+Extends from azul/zulu-openjdk-alpine:17.0.9-jre
 
 Adds `flowable:flowable` user which can be used to 'step down' from root when executing Flowable applications.
 
diff --git a/docker/base-image/build.sh b/docker/base-image/build.sh
index f02fcbe077b..3f092e38fa3 100755
--- a/docker/base-image/build.sh
+++ b/docker/base-image/build.sh
@@ -1,8 +1,9 @@
 #!/bin/bash
 set -eou pipefail
 
-readonly IMAGE=${1:-"flowable/flowable-jre:11.0.15"}
+readonly IMAGE=${1:-"flowable/flowable-jre:17.0.9"}
 echo "Image name: ${IMAGE}"
 
 echo "Building image..."
-docker build -t ${IMAGE} -f Dockerfile .
+docker buildx create --name container --driver=docker-container
+docker buildx build --tag ${IMAGE} --platform linux/amd64,linux/arm64 --builder container --push .
diff --git a/docker/base-image/push.sh b/docker/base-image/push.sh
index 1b8c2dd455a..85017c9cc89 100755
--- a/docker/base-image/push.sh
+++ b/docker/base-image/push.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 set -eou pipefail
 
-readonly IMAGE=${1:-"flowable/flowable-jre:11.0.15"}
+readonly IMAGE=${1:-"flowable/flowable-jre:17.0.9"}
 echo "Image name: ${IMAGE}"
 
 echo "Pushing image..."
diff --git a/modules/flowable-app-rest/pom.xml b/modules/flowable-app-rest/pom.xml
index d933d1d14c5..2792e5f56e4 100644
--- a/modules/flowable-app-rest/pom.xml
+++ b/modules/flowable-app-rest/pom.xml
@@ -559,7 +559,7 @@
                         <artifactId>jib-maven-plugin</artifactId>
                         <configuration>
                             <from>
-                                <image>flowable/flowable-jre:11.0.15</image>
+                                <image>flowable/flowable-jre:17.0.9</image>
                             </from>
                             <to>
                                 <image>flowable-rest</image>
@@ -601,7 +601,17 @@
                         <artifactId>jib-maven-plugin</artifactId>
                         <configuration>
                             <from>
-                                <image>flowable/flowable-jre:11.0.15</image>
+                                <image>flowable/flowable-jre:17.0.9</image>
+                                <platforms>
+                                    <platform>
+                                        <architecture>amd64</architecture>
+                                        <os>linux</os>
+                                    </platform>
+                                    <platform>
+                                        <architecture>arm64</architecture>
+                                        <os>linux</os>
+                                    </platform>
+                                </platforms>
                             </from>
                             <to>
                                 <image>flowable/flowable-rest:${project.version}</image>
@@ -647,7 +657,17 @@
                         <artifactId>jib-maven-plugin</artifactId>
                         <configuration>
                             <from>
-                                <image>flowable/flowable-jre:11.0.15</image>
+                                <image>flowable/flowable-jre:17.0.9</image>
+                                <platforms>
+                                    <platform>
+                                        <architecture>amd64</architecture>
+                                        <os>linux</os>
+                                    </platform>
+                                    <platform>
+                                        <architecture>arm64</architecture>
+                                        <os>linux</os>
+                                    </platform>
+                                </platforms>
                             </from>
                             <to>
                                 <image>flowable/flowable-rest:${project.version}</image>