diff --git a/README.md b/README.md
index 11dbf16..7cf67cb 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,8 @@
 # Huddle
 
-Huddle is a private, synthetic-only morning triage board built as a focused work sample for Texas
-Sports Academy. It helps a guide or coach decide **who to see first, why, and what to say first** when
-adaptive academic software carries practice and adults carry motivation and intervention.
+Huddle is a private, synthetic-only morning triage board built as a focused work sample for
+education-focused software. It helps a teacher or guide decide **who to see first, why, and what to say
+first** when adaptive academic software carries practice and adults carry motivation and intervention.
 
 The portfolio demo is deliberately narrow: sign in, upload one fixed CSV, validate and commit it,
 refresh, inspect the ranked Evidence Desk, expand one exact-evidence disclosure, and see the report
@@ -22,7 +22,7 @@ student report with teacher action guidance.* [Open the GIF](docs/demo/huddle-wo
 *Static synthetic-data detail: one ranked report with likely explanation, opening question,
 confident/struggling branches, listen-for cue, and suggested teaching move.*
 
-## Why this is useful at TSA
+## Why this is useful for educators
 
 - **Guide utility:** one deterministic queue turns attempt-level activity into a short morning plan.
 - **Coach-like intervention:** every report provides a visible teacher decision map, not another