diff --git a/README.md b/README.md
index 3647119..7a390df 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ facts and evidence availability, run the pinned evaluator, and retain the result
 and audit history. It also stores on-demand job and run briefs. All job artifacts
 remain on the local filesystem, with SQLite holding the queue and records.
 
-**Research preview — single-owner local Jobs pilot.** Runner supports durable local
+**A single-owner local Jobs runner.** Runner supports durable local
 schedules, stable JSON file changes, authenticated events, Google Cloud Scheduler
 delivery and unattended Gateway operation mappings. AWS/Azure adapters, external
 actions, graph execution, shared-user permissions and AI agent loops are not implemented. Closing a browser does not stop work;
diff --git a/SECURITY.md b/SECURITY.md
index dcb4967..680ef53 100644
--- a/SECURITY.md
+++ b/SECURITY.md
@@ -2,7 +2,7 @@
 
 ## Support status
 
-This is a **research preview**: a single-owner, local jobs pilot. It is pre-1.0 and provides no
+This is a **single-owner, local Jobs runner**. It is pre-1.0 and provides no
 security, compatibility, or support service-level guarantee. It must not be used as the sole control
 for consequential production decisions. A retained run records what the pinned runtime answered for
 the inputs it was given. It is not a statement that those inputs were true, and it approves no