AI Can Reason Over Data. But Can It Trust the Data?
AI-driven security operations depend on more than model intelligence. HAWK Network Defense explores why evidence integrity, source validation, traceable reasoning, and relevant context are essential to trustworthy AI security decisions—and how ClaimKit supports evidence-driven investigation.
Give AI The Evidence It Needs
Patent pending HAWK ClaimKit reduces unnecessary AI processing by identifying and delivering focused investigation evidence to Octopus cAI. Explore HAWK's published benchmark showing 88% lower prompt-token usage and 97.4% accuracy, compared with 26.2% for traditional RAG in the benchmark.
AI-Assisted vs. Autonomous MDR: What Actually Changes?
AI-assisted and autonomous MDR are not the same. One helps analysts investigate threats; the other can execute defined investigations and authorized response actions. Explore how evidence intelligence, autonomy, human oversight, and policy-governed authority change managed detection and response.
How to Reduce Manual SOC Investigations Without Replacing Your SIEM
Your SIEM detects suspicious activity, but analysts still spend hours gathering context, correlating evidence, and determining what to do next. Learn how evidence intelligence and autonomous investigation can reduce manual SOC work without replacing the security technologies you already own.

