diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 0000000..ae353a8
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,15 @@
+sudo: required
+services:
+- docker
+language: bash
+script:
+- |
+  # echo "Updating Docker to have docker manifest command"
+  curl https://get.docker.com | sh
+  # echo "Enabling docker client experimental features"
+  mkdir -p ~/.docker
+  echo '{ "experimental": "enabled" }' > ~/.docker/config.json
+  docker version
+# prepare qemu
+- sudo apt-get install qemu-user
+- ./build.sh
diff --git a/Dockerfile b/Dockerfile
index 682362c..ce7d3d8 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,6 @@
-FROM debian:stretch-slim
+FROM arm64v8/debian:stretch-slim
 MAINTAINER Adam Harrison-Fuller <adam@adamhf.io>
+COPY qemu-aarch64-static /usr/bin/
 
 RUN apt-get update && \
     apt-get install -y mumble-server && \
diff --git a/Dockerfile.cross b/Dockerfile.cross
new file mode 100644
index 0000000..77a2eac
--- /dev/null
+++ b/Dockerfile.cross
@@ -0,0 +1,22 @@
+FROM __BASEIMAGE_ARCH__/debian:stretch-slim
+__CROSS_COPY qemu-__QEMU_ARCH__-static /usr/bin/
+
+MAINTAINER Adam Harrison-Fuller <adam@adamhf.io>
+
+RUN apt-get update && \
+    apt-get install -y mumble-server && \
+    rm -rf \
+    /var/cache/apt/* \
+    /var/lib/apt/lists/*
+
+EXPOSE 64738 64738/udp
+
+ADD ./data/mumble_server.ini /config/
+VOLUME /data
+ENV MUMBLE_INI /config/mumble_server.ini
+
+ADD entrypoint.sh /
+RUN chmod +x entrypoint.sh
+
+ENTRYPOINT ["/entrypoint.sh"]
+CMD ["-fg"]
\ No newline at end of file
diff --git a/build.sh b/build.sh
new file mode 100755
index 0000000..9411a99
--- /dev/null
+++ b/build.sh
@@ -0,0 +1,31 @@
+#!/usr/bin/env bash
+
+docker run --rm --privileged multiarch/qemu-user-static:register --reset
+echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
+
+for docker_arch in amd64 arm32v7 arm64v8; do
+    case ${docker_arch} in
+        amd64   ) qemu_arch="x86_64" ;;
+        arm32v7 ) qemu_arch="arm" ;;
+        arm64v8 ) qemu_arch="aarch64" ;;    
+    esac
+    wget -N https://github.com/multiarch/qemu-user-static/releases/download/v3.1.0-2/x86_64_qemu-${qemu_arch}-static.tar.gz
+    tar -xvf x86_64_qemu-${qemu_arch}-static.tar.gz
+
+    cat Dockerfile.cross | \
+        sed -e "s|__BASEIMAGE_ARCH__|${docker_arch}|g" | \
+        sed -e "s|__QEMU_ARCH__|${qemu_arch}|g" > Dockerfile.${docker_arch}
+    if [ ${docker_arch} == "amd64" ]; then
+        sed -i -e "/__CROSS_/d" Dockerfile.${docker_arch}
+    else
+        sed -i -e "s/__CROSS_//g" Dockerfile.${docker_arch}
+    fi
+
+    docker build -f Dockerfile.${docker_arch} -t adamhf/mumble_arm:${docker_arch}-latest .
+    docker push adamhf/mumble_arm:${docker_arch}-latest
+done
+
+docker manifest create --amend adamhf/mumble_arm:latest adamhf/mumble_arm:amd64-latest adamhf/mumble_arm:arm32v7-latest adamhf/mumble_arm:arm64v8-latest
+docker manifest annotate adamhf/mumble_arm:latest adamhf/mumble_arm:arm32v7-latest --os linux --arch arm --variant v7
+docker manifest annotate adamhf/mumble_arm:latest adamhf/mumble_arm:arm64v8-latest --os linux --arch arm64 --variant v8
+docker manifest push adamhf/mumble_arm:latest
diff --git a/fig.yml b/fig.yml
deleted file mode 100644
index cbcebc0..0000000
--- a/fig.yml
+++ /dev/null
@@ -1,7 +0,0 @@
-mumble:
-  build: .
-  ports:
-    - "64739:64738"
-    - "64739:64738/udp"
-  volumes:
-    - data/:/data/