Complex Sources and Costly Data Preparation
Enterprise data comes from heterogeneous sources with uneven quality. Manual conversion, parsing, and cleansing delay labeling and raise preparation costs.
- No unified ingestion for heterogeneous data
- High parsing costs for documents, audio, and video
- Cleansing, sampling, and batch management rely on manual work















