diff --git a/Dockerfile-ocrd_cis b/Dockerfile-ocrd_cis
new file mode 100644
index 0000000..73ccb76
--- /dev/null
+++ b/Dockerfile-ocrd_cis
@@ -0,0 +1,18 @@
+FROM my_ocrd_workflow-core
+
+ARG PIP_INSTALL="pip3 install --no-cache-dir --use-feature=2020-resolver"
+ARG OCRD_CIS_VERSION="0.1.5"
+
+
+# Build pip installable stuff
+RUN ${PIP_INSTALL} \
+# Now the real stuff:
+        "https://github.com/cisocrgroup/ocrd_cis/archive/v${OCRD_CIS_VERSION}.tar.gz"
+
+
+# Check pip dependencies
+RUN pip3 check
+
+
+# Default command
+CMD ["ocrd-cis-ocropy-segment"]
diff --git a/build b/build
index efe5467..b35c989 100755
--- a/build
+++ b/build
@@ -30,3 +30,4 @@ docker build --cache-from=my_ocrd_workflow-ocrd_olena            -t my_ocrd_work
 docker build --cache-from=my_ocrd_workflow-ocrd_tesserocr        -t my_ocrd_workflow-ocrd_tesserocr        -f Dockerfile-ocrd_tesserocr        .
 docker build --cache-from=my_ocrd_workflow-sbb_textline_detector -t my_ocrd_workflow-sbb_textline_detector -f Dockerfile-sbb_textline_detector .
 docker build --cache-from=my_ocrd_workflow-sbb_binarization      -t my_ocrd_workflow-sbb_binarization      -f Dockerfile-sbb_binarization      .
+docker build --cache-from=my_ocrd_workflow-ocrd_cis              -t my_ocrd_workflow-ocrd_cis              -f Dockerfile-ocrd_cis              .
diff --git a/run b/run
index 5b6c3da..b035279 100755
--- a/run
+++ b/run
@@ -42,6 +42,14 @@ build_alias ocrd-sbb-textline-detector ${DOCKER_IMAGE_PREFIX}-sbb_textline_detec
 build_alias ocrd-calamari-recognize    ${DOCKER_IMAGE_PREFIX}-ocrd_calamari:${DOCKER_IMAGE_TAG}
 build_alias ocrd-tesserocr-recognize   ${DOCKER_IMAGE_PREFIX}-ocrd_tesserocr:${DOCKER_IMAGE_TAG}
 build_alias ocrd-dinglehopper          ${DOCKER_IMAGE_PREFIX}-dinglehopper:${DOCKER_IMAGE_TAG}
+build_alias ocrd-cis-ocropy-clip       ${DOCKER_IMAGE_PREFIX}-ocrd_cis:${DOCKER_IMAGE_TAG}
+build_alias ocrd-cis-ocropy-resegment  ${DOCKER_IMAGE_PREFIX}-ocrd_cis:${DOCKER_IMAGE_TAG}
+build_alias ocrd-cis-ocropy-segment    ${DOCKER_IMAGE_PREFIX}-ocrd_cis:${DOCKER_IMAGE_TAG}
+build_alias ocrd-cis-ocropy-deskew     ${DOCKER_IMAGE_PREFIX}-ocrd_cis:${DOCKER_IMAGE_TAG}
+build_alias ocrd-cis-ocropy-denoise    ${DOCKER_IMAGE_PREFIX}-ocrd_cis:${DOCKER_IMAGE_TAG}
+build_alias ocrd-cis-ocropy-binarize   ${DOCKER_IMAGE_PREFIX}-ocrd_cis:${DOCKER_IMAGE_TAG}
+build_alias ocrd-cis-ocropy-dewarp     ${DOCKER_IMAGE_PREFIX}-ocrd_cis:${DOCKER_IMAGE_TAG}
+build_alias ocrd-cis-ocropy-recognize  ${DOCKER_IMAGE_PREFIX}-ocrd_cis:${DOCKER_IMAGE_TAG}
 
 
 . $self_dir/my_ocrd_workflow