This brief addresses the growing regulatory expectation for transparency in automated decision-making, particularly as outlined in the proposed Clarity Act. Exabeam enables explainable security operations by replacing isolated alerts with session-based behavioral timelines that provide full context behind every action. These timelines document how risk evolves and embed the reasoning directly into the data, eliminating the need for manual reconstruction. Features like explainable automation and AI-generated summaries (shown on page 3) help analysts clearly justify decisions to auditors or regulators. By delivering real-time, auditable narratives, organizations can ensure accountability, reduce compliance risk, and maintain an audit-ready security posture.

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