About 80% of Russian companies plan to expand the use of generative artificial intelligence, according to a study by SaberPro and a consultant to the SaberPro Tech 2026 conference. At the same time, 65% of the businesses encountered "pilots" that did not reach commercial operation. As noted by Anatoly Popov, vice chairman of Saber's board of directors, 47% of companies use neural networks for software development, and the same number for data analysis and reporting. Projects that go beyond experimentation are often affected by low data quality (48%) and difficulties in integration with organizational systems (46%).