diff --git a/README.md b/README.md
index b9196df..61baa08 100644
--- a/README.md
+++ b/README.md
@@ -32,7 +32,7 @@ Every assumption our system makes has been abstracted into over 300 tunable vari
 **Core Codebase Mapping Technology**
 * Bypasses LLMs and rigid ASTs.
 * Doesn't require code to compile (AST-free).
-* Produces full function-to-function call chains.
+* Produces full network mapping via imports with generlized function calls per file.
 * Deterministically maps code by 60+ keyword regex profiles (Structural markers, I/O intents, state mutations).
 * Regex keyword profiles allow us to classify functions, files, classes, folders and repos.
 * Eliminates LLM architectural hallucinations and context window limits.
@@ -179,4 +179,4 @@ Copyright (c) 2026 Joe Esquibel
 
 GitGalaxy is released under the PolyForm Noncommercial License 1.0.0. It is completely free for personal use, research, experiment, testing, and hobby projects. Use by educational or charitable organizations is also permitted.
 
-Any commercial use or integration into commercial SaaS products or corporate CI/CD pipelines requires a separate commercial license. Please reach out via gitgalaxy.io to discuss commercial integration.
\ No newline at end of file
+Any commercial use or integration into commercial SaaS products or corporate CI/CD pipelines requires a separate commercial license. Please reach out via gitgalaxy.io to discuss commercial integration.