diff --git a/README.md b/README.md
index 52e645f..ecad207 100644
--- a/README.md
+++ b/README.md
@@ -5,10 +5,9 @@
 [![Python](https://img.shields.io/pypi/pyversions/openadapt-flow)](https://pypi.org/project/openadapt-flow/)
 [![License: MIT](https://img.shields.io/badge/license-MIT-green)](LICENSE)
 
-**Lifecycle: Beta.** The browser record → compile → replay path is the reference
-Beta surface. The Windows UIA, native macOS, and RDP/Citrix backends are
-Experimental/Research and are qualified per application — see
-[`docs/LIMITS.md`](docs/LIMITS.md).
+**Lifecycle: Beta.** See the
+[capability and qualification matrix](docs/PRODUCT_STATUS.md) for workflow- and
+environment-specific evidence.
 
 OpenAdapt is built for repeated workflows behind browser, legacy desktop, and
 remote-display interfaces. It compiles demonstrated GUI workflows into