MatrixOne Intelligence provides powerful data management and processing capabilities, building efficient, high-quality fine-tuning data pipelines to ensure your LLM becomes a true enterprise domain expert.
Intelligently recognize and process text, images, audio/video and other data types, providing rich multimodal data sources for model training.
Intuitive visual workflow orchestration that lowers the technical barrier for data preparation — even non-technical staff can participate.
Intelligent data cleansing, deduplication, AI-assisted annotation and augmentation, ensuring accuracy, consistency, and representativeness of fine-tuning datasets.
Wuhan Union Hospital built a high-precision IBS dialogue and diagnostic model, significantly improving initial diagnosis efficiency and accuracy, helping doctors quickly grasp key patient information.
Learn MoreAn in-cabin assistant improves only as fast as its training data. eBanma aggregates the fleet's daily voice and language volume onto MOI, standardised on a common event schema, with audio, transcripts, embeddings and labels in one engine — so a training corpus is queried rather than hunted for.
IBS symptoms are subjective and a five-minute visit rarely captures enough of them. The hospital built an AI consultation system on MOI: patients complete a guided interview from home, while doctors get reply suggestions, subtype classification and auto-generated records.