diff --git a/docs/01-epicas/MCH-012-chat-llm-dueno.md b/docs/01-epicas/MCH-012-chat-llm-dueno.md
index 8a9d23e05..5c1edb95e 100644
--- a/docs/01-epicas/MCH-012-chat-llm-dueno.md
+++ b/docs/01-epicas/MCH-012-chat-llm-dueno.md
@@ -9,7 +9,7 @@ priority: P1
 created_at: 2026-01-07
 updated_at: 2026-01-17
 simco_version: "4.0.1"
-story_points: 47
+story_points: 55
 dependencies:
   blocks: []
   depends_on: []
@@ -23,7 +23,7 @@ dependencies:
 - **Prioridad:** P1
 - **Estado:** Pendiente
 - **Fecha estimada:** Sprint 7-8
-- **Story Points:** 47
+- **Story Points:** 55
 
 ## Descripcion
 
@@ -456,4 +456,4 @@ Enviado: 10:00 AM Lunes
 
 ---
 
-**Ultima actualizacion:** 2026-01-07
+**Ultima actualizacion:** 2026-01-17