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New Expel AI upgrade: “Pop the hood” on our detection strategies

ID: 9e637258-0dab-5e05-a0a4-8ce242e2f070

STIX ID: report--9e637258-0dab-5e05-a0a4-8ce242e2f070

Feed Name: Expel Blog

Date Published: 2026-01-09

Date Updated: 2026-04-27

Author: Jake Godgart; Claire Hogan; Dr. Xenia Mountrouidou; Brock Wright; David Casagrande; Matthew Kay; Emily Garton

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Expel announces a new AI Detection Explainability feature that breaks apart bundled detection rule containers into explicit sub-detections with human-readable names and plain-English descriptions generated by LLMs, enabling customers to see rule counts, understand trigger criteria, and better verify and maintain their detections; the update emphasizes improved transparency, security health, and privacy-first guardrails (self-hosted/self-managed systems) to prevent data leakage.

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