diff --git a/src/app/dashboard/trust/credentials/page.tsx b/src/app/dashboard/trust/credentials/page.tsx
new file mode 100644
index 0000000..10f8976
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+++ b/src/app/dashboard/trust/credentials/page.tsx
@@ -0,0 +1,175 @@
+'use client';
+
+import { useMemo, useState } from 'react';
+import { useQuery, useMutation, useQueryClient } from '@tanstack/react-query';
+import Link from 'next/link';
+import { apiFetch } from '../../../lib/api';
+import { useSession } from '../../../components/session-provider';
+
+interface Observation {
+  id: string; metric: string; value: string; unit: string | null;
+  subjectType: string; source: string | null; confidence: number | null;
+  createdAt: string; observedAt: string | null;
+}
+
+const CRED_METRICS = ['certificare', 'certification', 'certificate', 'diploma', 'curs', 'course', 'badge', 'acreditare'];
+const ISSUER_ICONS: Record<string, string> = {
+  harvard: '🎓', columbia: '🎓', ibm: '🔵', google: '🔴', microsoft: '🟦',
+  coursera: '📘', udemy: '📙', linkedin: '💼', aws: '☁️', nyif: '💰', default: '📜',
+};
+
+function issuerIcon(source: string | null): string {
+  if (!source) return ISSUER_ICONS.default;
+  const s = source.toLowerCase();
+  for (const [k, v] of Object.entries(ISSUER_ICONS)) {
+    if (s.includes(k)) return v;
+  }
+  return ISSUER_ICONS.default;
+}
+
+export default function TrustCredentialsPage() {
+  const { activeTenant } = useSession();
+  const tenantId = activeTenant?.tenantId ?? '';
+  const qc = useQueryClient();
+  const [showAdd, setShowAdd] = useState(false);
+  const [form, setForm] = useState({ metric: 'certificare', value: '', source: '', unit: '', confidence: '1' });
+
+  const { data: observations = [], isLoading } = useQuery({
+    queryKey: ['trust-creds', tenantId],
+    queryFn: () => apiFetch<Observation[]>('/v1/observations', { tenantId }),
+    enabled: Boolean(tenantId), staleTime: 60_000,
+  });
+
+  const credentials = useMemo(() =>
+    observations
+      .filter((o) => CRED_METRICS.some((k) => o.metric.toLowerCase().includes(k)))
+      .sort((a, b) => new Date(b.observedAt ?? b.createdAt).getTime() - new Date(a.observedAt ?? a.createdAt).getTime()),
+  [observations]);
+
+  const addMut = useMutation({
+    mutationFn: () => apiFetch('/v1/observations', { tenantId, method: 'POST', body: {
+      ...form, confidence: parseFloat(form.confidence),
+      subjectType: 'certification', observedAt: new Date().toISOString(),
+    }}),
+    onSuccess: () => { qc.invalidateQueries({ queryKey: ['trust-creds', tenantId] }); setShowAdd(false); setForm({ metric: 'certificare', value: '', source: '', unit: '', confidence: '1' }); },
+  });
+
+  const byIssuer = useMemo(() => {
+    const map: Record<string, Observation[]> = {};
+    for (const c of credentials) {
+      const key = c.source ?? 'Necunoscut';
+      map[key] = [...(map[key] ?? []), c];
+    }
+    return Object.entries(map).sort((a, b) => b[1].length - a[1].length);
+  }, [credentials]);
+
+  return (
+    <div className="max-w-4xl space-y-6 p-6">
+      <div className="flex items-start justify-between flex-wrap gap-3">
+        <div>
+          <nav className="text-xs text-ink-faint mb-1">
+            <Link href="/dashboard/trust" className="hover:underline">Trust Dashboard</Link> / Credențiale
+          </nav>
+          <h1 className="font-display text-2xl font-semibold text-ink">Credențiale & Certificări</h1>
+          <p className="text-sm text-ink-faint mt-1">
+            {isLoading ? 'Se încarcă…' : `${credentials.length} credențiale logate din ${byIssuer.length} emitenti`}
+          </p>
+        </div>
+        <button onClick={() => setShowAdd(true)}
+          className="rounded-lg bg-primary px-4 py-2 text-sm font-medium text-white hover:bg-primary/90">
+          + Adaugă credențial
+        </button>
+      </div>
+
+      {showAdd && (
+        <div className="card p-5 space-y-3">
+          <p className="text-sm font-semibold text-ink">Credențial nou</p>
+          <div className="grid gap-3 sm:grid-cols-2">
+            <input placeholder="Titlu (ex: Machine Learning Certificate)" value={form.value}
+              onChange={(e) => setForm((p) => ({ ...p, value: e.target.value }))}
+              className="rounded-lg border bg-background px-3 py-2 text-sm text-ink focus:outline-none focus:ring-2 focus:ring-ring" />
+            <input placeholder="Emitent (ex: Harvard, IBM, Google)" value={form.source}
+              onChange={(e) => setForm((p) => ({ ...p, source: e.target.value }))}
+              className="rounded-lg border bg-background px-3 py-2 text-sm text-ink focus:outline-none focus:ring-2 focus:ring-ring" />
+            <select value={form.metric} onChange={(e) => setForm((p) => ({ ...p, metric: e.target.value }))}
+              className="rounded-lg border bg-background px-3 py-2 text-sm text-ink focus:outline-none focus:ring-2 focus:ring-ring">
+              <option value="certificare">Certificare</option>
+              <option value="diploma">Diplomă</option>
+              <option value="curs">Curs</option>
+              <option value="badge">Badge / Insignă</option>
+            </select>
+            <div className="space-y-1">
+              <label className="text-[10px] text-ink-faint">Confidență: {Math.round(parseFloat(form.confidence) * 100)}%</label>
+              <input type="range" min="0.5" max="1" step="0.1" value={form.confidence}
+                onChange={(e) => setForm((p) => ({ ...p, confidence: e.target.value }))}
+                className="w-full" />
+            </div>
+          </div>
+          <div className="flex gap-2">
+            <button onClick={() => addMut.mutate()} disabled={!form.value || addMut.isPending}
+              className="rounded-lg bg-primary px-4 py-2 text-sm font-medium text-white disabled:opacity-50">
+              {addMut.isPending ? 'Se salvează…' : 'Salvează'}
+            </button>
+            <button onClick={() => setShowAdd(false)} className="rounded-lg border px-4 py-2 text-sm text-ink">Anulează</button>
+          </div>
+        </div>
+      )}
+
+      {/* Stats */}
+      <div className="grid grid-cols-3 gap-3">
+        <div className="card p-4 text-center">
+          <p className="text-2xl font-bold text-ink">{credentials.length}</p>
+          <p className="text-[10px] text-ink-faint">total credențiale</p>
+        </div>
+        <div className="card p-4 text-center">
+          <p className="text-2xl font-bold text-ink">{byIssuer.length}</p>
+          <p className="text-[10px] text-ink-faint">emitenți unici</p>
+        </div>
+        <div className="card p-4 text-center">
+          <p className="text-2xl font-bold text-ink">
+            {credentials.length > 0 ? Math.round(credentials.reduce((s, c) => s + (c.confidence ?? 1), 0) / credentials.length * 100) : 0}%
+          </p>
+          <p className="text-[10px] text-ink-faint">confidență medie</p>
+        </div>
+      </div>
+
+      {isLoading ? (
+        <div className="text-center text-sm text-ink-faint py-8">Se încarcă…</div>
+      ) : credentials.length === 0 ? (
+        <div className="card p-8 text-center space-y-2">
+          <p className="text-2xl">🎓</p>
+          <p className="text-sm text-ink-faint">Nicio credențială. Adaugă certificările tale.</p>
+          <p className="text-xs text-ink-faint">Credențialele se pot adăuga și din <Link href="/dashboard/education" className="text-primary hover:underline">Education & Development</Link>.</p>
+        </div>
+      ) : (
+        <div className="space-y-4">
+          {byIssuer.map(([issuer, creds]) => (
+            <div key={issuer} className="space-y-2">
+              <div className="flex items-center gap-2">
+                <span className="text-lg">{issuerIcon(issuer)}</span>
+                <p className="text-sm font-semibold text-ink">{issuer}</p>
+                <span className="text-xs text-ink-faint">({creds.length})</span>
+              </div>
+              <div className="grid gap-2 sm:grid-cols-2">
+                {creds.map((c) => (
+                  <div key={c.id} className="card p-3 space-y-1">
+                    <p className="text-xs font-medium text-ink">{c.value}</p>
+                    <div className="flex items-center justify-between text-[10px] text-ink-faint">
+                      <span className="capitalize">{c.metric}</span>
+                      <span>{new Date(c.observedAt ?? c.createdAt).toLocaleDateString('ro-RO', { month: 'short', year: 'numeric' })}</span>
+                    </div>
+                    {c.confidence !== null && (
+                      <div className="h-1 rounded-full bg-muted overflow-hidden">
+                        <div className="h-full bg-primary/50 rounded-full" style={{ width: `${c.confidence * 100}%` }} />
+                      </div>
+                    )}
+                  </div>
+                ))}
+              </div>
+            </div>
+          ))}
+        </div>
+      )}
+    </div>
+  );
+}