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Bailing built the unified wide-table system OmniTable, aimed at PB-scale large-model data governance and exploration. According to information published on the Ant Bailing developer blog on September 17, 2026, the system shortened the processing cycle of a real SFT data governance task from about 14 days to about 2.5 days, a reduction of about 82.1%, and reduced manual operation steps from about 45 to about 12. The system currently manages more than 35 PB of data and 305 billion records, and the related paper won the VLDB 2026 Best Industrial Paper Award. There are currently no subsequent development facts.
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Ant Ling OmniTable: Cutting PB-Scale Data Governance Tasks from 14 Days to 2.5 DaysDevelopments
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Sep 17
Ant Ling: Developer BlogFirst-party
Ant Ling OmniTable: Cutting PB-Scale Data Governance Tasks from 14 Days to 2.5 Days
Ant Ling has launched OmniTable, a unified wide-table system for PB-scale large-model data governance and exploration. It shortens the processing cycle of a real SFT data governance task from about 14 days to about 2.5 days, a reduction of about 82.1%, and cuts manual operation steps from about 45 to about 12. The system currently manages more than 35 PB of data and 305 billion records, and the related paper won the VLDB 2026 Best Industrial Paper Award.