paperJanuary 2026Unreviewed

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

Gal Engelberg, Konstantin Koutsyi, Leon Goldberg, Reuven Elezra, Idan Pinto, Tal Moalem, Samuel N. Cohen, Yoni Weintrob

arXiv.org

Abstract

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 identity data, motivating growing interest in agentic AI systems. Despite this interest, there is currently no standardized way to evaluate how well such systems perform ISPM visibility tasks on real enterprise data. We introd

Cite

@misc{engelberg2026solavisibilityispm,
  title = {{Sola-Visibility-ISPM: Benchmarking Agentic AI for Identity Security Posture Management Visibility}},
  author = {Gal Engelberg and Konstantin Koutsyi and Leon Goldberg and Reuven Elezra and Idan Pinto and Tal Moalem and Samuel N. Cohen and Yoni Weintrob},
  year = {2026},
  month = jan,
  eprint = {2601.07880},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2601.07880},
  url = {https://www.semanticscholar.org/paper/ec53bf26de1b0055611062408c1116f35cd308e7}
}