The study analyzed 11 Russian BI solutions with confirmed commercial implementations of AI agents for business analytics. The research was conducted from February to June 2026.

Vendors provided information based on 55 criteria, demonstrated agent functionality through demos or demo stands, and were evaluated based on documentation and testing with Russian and foreign language models.