diff --git a/public/site.webmanifest b/public/site.webmanifest
index 1b1008e..9e3ed06 100644
--- a/public/site.webmanifest
+++ b/public/site.webmanifest
@@ -1,7 +1,7 @@
 {
   "name": "Ngonidzashe Mandiveyi",
   "short_name": "N. Mandiveyi",
-  "description": "Senior Engineer at McKinsey & Company — AI automation, NOCURA, FairSign",
+  "description": "Senior Engineer at McKinsey & Company — AI automation, NOCURA",
   "start_url": "/",
   "display": "standalone",
   "background_color": "#0d0d0b",
diff --git a/src/components/sections/AboutSection.tsx b/src/components/sections/AboutSection.tsx
index 66b9a74..a09d987 100644
--- a/src/components/sections/AboutSection.tsx
+++ b/src/components/sections/AboutSection.tsx
@@ -27,6 +27,11 @@ export function AboutSection() {
                 <a href={detail.link} className={`min-w-0 shrink text-right no-underline ${type.bodyAccent}`}>
                   {detail.value}
                 </a>
+              ) : detail.label === 'Building' ? (
+                <span className={`min-w-0 shrink text-right ${type.bodyEmphasis}`}>
+                  <em className="text-[var(--accent)] italic">NOCURA</em>
+                  {' — IRCC NOC analysis'}
+                </span>
               ) : (
                 <span className={`min-w-0 shrink text-right whitespace-pre-line ${type.bodyEmphasis}`}>
                   {detail.value}
diff --git a/src/data/site.ts b/src/data/site.ts
index ef7bb67..24529e2 100644
--- a/src/data/site.ts
+++ b/src/data/site.ts
@@ -41,7 +41,7 @@ export const site = {
     { label: 'Location', value: 'Toronto, ON · Canada' },
     { label: 'Education', value: 'BA&Sc Physics + CS\nQuest University · 3.80 GPA' },
     { label: 'Currently', value: 'McKinsey & Company · Senior Engineer' },
-    { label: 'Building', value: 'FairSign — contract risk scanner' },
+    { label: 'Building', value: 'NOCURA — IRCC NOC analysis' },
     {
       label: 'Recognition',
       value: "Mastercard Foundation Scholar\nQuest University Canada President's List (×2)",
diff --git a/src/lib/seo.ts b/src/lib/seo.ts
index a190b38..568828f 100644
--- a/src/lib/seo.ts
+++ b/src/lib/seo.ts
@@ -20,7 +20,7 @@ export const seo = {
   defaultTitle:
     'Ngonidzashe Mandiveyi — Senior Engineer at McKinsey & Company | Toronto',
   defaultDescription:
-    'Portfolio of Ngonidzashe Mandiveyi, Senior Engineer I at McKinsey & Company in Toronto. AI-enabled automation, invoice reconciliation at $5B+ procurement scale, founder of NOCURA (Canadian PR / IRCC NOC analysis), and builder of FairSign.',
+    'Portfolio of Ngonidzashe Mandiveyi, Senior Engineer I at McKinsey & Company in Toronto. AI-enabled automation, invoice reconciliation at $5B+ procurement scale, and founder of NOCURA (Canadian PR / IRCC NOC analysis).',
 } as const
 
 export function canonicalUrl(path = '/') {
@@ -67,7 +67,6 @@ export function personJsonLd() {
       'AI-enabled automation',
       'Invoice reconciliation',
       'NOCURA',
-      'FairSign',
       'FastAPI',
       'TypeScript',
       'Express Entry',