diff --git a/README.md b/README.md
index 7153173..1796e8f 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,8 @@
-# ResumeCustomizer
+# RCEO-AI ResumeCustomizer
 
-A system to use agentic AI to take a markdown base resume and one or more job descriptions and produce a customized resume in markdown/doc/pdf for each job description.
\ No newline at end of file
+A system that uses agentic AI to turn a Markdown base resume and job descriptions into tailored DOCX/PDF deliverables.
+
+## Repository Layout
+- `output/` – conversion pipeline that watches for approved Markdown resumes, renders export formats, and archives the sources. See the detailed [output pipeline guide](output/README.md).
+
+Additional documentation will grow alongside the `input/` tooling as that side of the project is finalized.
diff --git a/output/Docker/docker-compose.yml b/output/Docker/docker-compose.yml
index f762ef9..0b3cfe5 100644
--- a/output/Docker/docker-compose.yml
+++ b/output/Docker/docker-compose.yml
@@ -1,11 +1,11 @@
-name: ResumeCustomizer-OutputProcessor
+name: RCEO-AI-ResumeCustomizer-Output
 
 services:
-  resumecustomizer-outputprocessor:
+  rceo-ai-resumecustomizer-output-processor:
     build:
       context: .
       dockerfile: Dockerfile
-    container_name: ResumeCustomizer-OutputProcessor
+    container_name: RCEO-AI-ResumeCustomizer-Output-Processor
     restart: always
     environment:
       PUID: "${LOCAL_UID:-1000}"
diff --git a/output/README.md b/output/README.md
index 2f77111..130ebc2 100644
--- a/output/README.md
+++ b/output/README.md
@@ -17,7 +17,7 @@ cd output/Docker
 ./run-output-processor.sh up -d
 ```
 
-The script detects either the Docker Compose plugin or the legacy `docker-compose` binary and forwards any additional arguments you supply (`down`, `logs`, etc.).
+The script detects either the Docker Compose plugin or the legacy `docker-compose` binary and forwards any additional arguments you supply (`down`, `logs`, etc.). The stack registers under the project name `RCEO-AI-ResumeCustomizer-Output`, and the primary container is `RCEO-AI-ResumeCustomizer-Output-Processor`.
 
 ## What the Watcher Does
 1. Polls `ForRelease/inbox` every few seconds for Markdown files.