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aisecurity.llc
Device Cloud and research-backed analysis of OT, IoT, industrial, unmanaged, and cyber-physical systems as enterprise attack surfaces.
Forescout
Security Research / Device Cloud Analytics / Kibana & Elastic Analyst Contributor
Contributed to Forescout operational-technology and Enterprise-of-Things research by using Device Cloud analytics and Elastic/Kibana-style workflows to help examine OT, IoT, unmanaged, industrial, and connected-device exposure across enterprise environments.
Operational technology environments were converging with enterprise IT networks while still carrying legacy assumptions about availability, uptime, segmentation, and specialized industrial systems. Security teams needed to understand how OT, IoT, and unmanaged devices expanded the enterprise attack surface, especially when traditional endpoint agents, vulnerability scanners, or IT-centric controls did not fully apply.
This case study uses public Forescout sources for OT and Enterprise-of-Things context and user-provided context for the author's Device Cloud and Elastic/Kibana contribution. Exact authorship, internal queries, dashboards, customer details, raw datasets, unpublished drafts, and proprietary analysis details are omitted unless later confirmed and approved for public use.