diff --git a/DANNY_STOCKER_INFRAFABRIC_DOSSIER.md b/DANNY_STOCKER_INFRAFABRIC_DOSSIER.md
index 7d5b475..9a041a4 100644
--- a/DANNY_STOCKER_INFRAFABRIC_DOSSIER.md
+++ b/DANNY_STOCKER_INFRAFABRIC_DOSSIER.md
@@ -56,12 +56,16 @@ Mental health AI is the stress test:
 
 This is not “mental health is too risky for innovation.” It’s “mental health is too risky for opacity.”
 
-### Clinical oversight (Emosocial)
+### Clinical advisory + formative review (Emosocial)
 
-IF.emotion is a product exemplar derived from the Emosocial method and voice (Spanish/French context). Emosocial’s published team page documents:
+IF.emotion is a research prototype used to pressure-test **IF.TTT-style chain-of-custody** in a high-stakes, mental-health-adjacent UX. This POC is **not** presented as a clinically deployed product and does **not** claim clinical efficacy; the goal is to make dispute resolution and auditability *technically possible* (what bytes were shown to the user, what retrieval/prompt/filters were applied, and what was changed deterministically).
+
+Emosocial’s published team page documents:
 - Sergio de Vocht — CoFundador y Director (educator + conflict mediator; trained across sociology, social psychology, CBT/TCC, systemic/community psychotherapy, critical psychology; 15+ years field experience).
 - Jorge Pulido — Asesor y Supervisor de Emosocial (psychologist + psychotherapist; 12+ years supporting individuals/couples/families; depression/anxiety focus; evidence-based interventions; supervises training content; LatAm program lead).
 
+Status: clinician-led formative review is in progress; early qualitative feedback has been positive (anecdotal; not a trial; not externally attested in this dossier).
+
 Primary reference: https://www.emo-social.com/quienesosmos
 
 ### Public Verification (No Insider Access Required)
diff --git a/DANNY_STOCKER_INFRAFABRIC_DOSSIER_DATA_DRIVEN_EDITION_FULL.md b/DANNY_STOCKER_INFRAFABRIC_DOSSIER_DATA_DRIVEN_EDITION_FULL.md
index 142ff84..ba2b46c 100644
--- a/DANNY_STOCKER_INFRAFABRIC_DOSSIER_DATA_DRIVEN_EDITION_FULL.md
+++ b/DANNY_STOCKER_INFRAFABRIC_DOSSIER_DATA_DRIVEN_EDITION_FULL.md
@@ -66,12 +66,16 @@ Mental health AI is the stress test:
 
 This is not “mental health is too risky for innovation.” It’s “mental health is too risky for opacity.”
 
-### Clinical oversight (Emosocial)
+### Clinical advisory + formative review (Emosocial)
 
-IF.emotion is a product exemplar derived from the Emosocial method and voice (Spanish/French context). Emosocial’s published team page documents:
+IF.emotion is a research prototype used to pressure-test **IF.TTT-style chain-of-custody** in a high-stakes, mental-health-adjacent UX. This POC is **not** presented as a clinically deployed product and does **not** claim clinical efficacy; the goal is to make dispute resolution and auditability *technically possible* (what bytes were shown to the user, what retrieval/prompt/filters were applied, and what was changed deterministically).
+
+Emosocial’s published team page documents:
 - Sergio de Vocht — CoFundador y Director (educator + conflict mediator; trained across sociology, social psychology, CBT/TCC, systemic/community psychotherapy, critical psychology; 15+ years field experience).
 - Jorge Pulido — Asesor y Supervisor de Emosocial (psychologist + psychotherapist; 12+ years supporting individuals/couples/families; depression/anxiety focus; evidence-based interventions; supervises training content; LatAm program lead).
 
+Status: clinician-led formative review is in progress; early qualitative feedback has been positive (anecdotal; not a trial; not externally attested in this dossier).
+
 Primary reference: https://www.emo-social.com/quienesosmos
 
 ### Public Verification (No Insider Access Required)
diff --git a/DANNY_STOCKER_INFRAFABRIC_DOSSIER_SUBMISSION_EDITION_FULL.md b/DANNY_STOCKER_INFRAFABRIC_DOSSIER_SUBMISSION_EDITION_FULL.md
index caff93c..842b0a0 100644
--- a/DANNY_STOCKER_INFRAFABRIC_DOSSIER_SUBMISSION_EDITION_FULL.md
+++ b/DANNY_STOCKER_INFRAFABRIC_DOSSIER_SUBMISSION_EDITION_FULL.md
@@ -66,12 +66,16 @@ Mental health AI is the stress test:
 
 This is not “mental health is too risky for innovation.” It’s “mental health is too risky for opacity.”
 
-### Clinical oversight (Emosocial)
+### Clinical advisory + formative review (Emosocial)
 
-IF.emotion is a product exemplar derived from the Emosocial method and voice (Spanish/French context). Emosocial’s published team page documents:
+IF.emotion is a research prototype used to pressure-test **IF.TTT-style chain-of-custody** in a high-stakes, mental-health-adjacent UX. This POC is **not** presented as a clinically deployed product and does **not** claim clinical efficacy; the goal is to make dispute resolution and auditability *technically possible* (what bytes were shown to the user, what retrieval/prompt/filters were applied, and what was changed deterministically).
+
+Emosocial’s published team page documents:
 - Sergio de Vocht — CoFundador y Director (educator + conflict mediator; trained across sociology, social psychology, CBT/TCC, systemic/community psychotherapy, critical psychology; 15+ years field experience).
 - Jorge Pulido — Asesor y Supervisor de Emosocial (psychologist + psychotherapist; 12+ years supporting individuals/couples/families; depression/anxiety focus; evidence-based interventions; supervises training content; LatAm program lead).
 
+Status: clinician-led formative review is in progress; early qualitative feedback has been positive (anecdotal; not a trial; not externally attested in this dossier).
+
 Primary reference: https://www.emo-social.com/quienesosmos
 
 ### Public Verification (No Insider Access Required)