diff --git "a/examples.json" "b/examples.json"
--- "a/examples.json"
+++ "b/examples.json"
@@ -1,19362 +1,7746 @@
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-      "label": "high_risk",
-      "text": "UnreliableSupplier Corp - Multiple delivery failures, quality issues reported, considering termination"
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-      "text": "AI Innovations - Cutting edge ML platform, 2 months into evaluation"
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-      "text": "SecureNet Systems - Cybersecurity vendor, recently passed vetting process"
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-      "text": "IBM - Long-term strategic partner for enterprise solutions, joint innovation projects"
+      "text": "Barracuda - Email security, backup solutions, network security, application protection"
     }
   ]
 }
\ No newline at end of file