Next-generation data exploration tool based on LLM and PCA/PLS family
Built-in large language model (LLM) for one-click interpretation of complex statistical indicators, deep analysis of abnormal business root causes, and automatic generation of structured analysis reports.
No more tedious code. Support lasso tool to intuitively select outliers in charts, one-click removal with real-time model recalculation, what you see is what you get.
Built-in Hotelling T² and SPE statistics for precise positioning of extreme values and original variable space anomalies, combined with AI reasoning to reach the core of the problem.
High-performance chart matrix based on ECharts, supporting score plots, VIP plots, T² plots and more than ten views with multi-chart linkage, dynamic brushing, and global highlighting.
Supports 30+ charts running simultaneously without lag, easily handles tens of thousands of industrial data points, with millisecond-level response for interactions and dragging.
Intuitive display of key evaluation indicators such as R², Q², and accuracy rate, providing ROC curves, confusion matrices, and radar charts to verify model reliability from multiple perspectives.
Designed for global users with bilingual interface and detailed documentation, lowering learning barriers and creating a truly user-friendly industrial data analysis tool.
Standalone closed-loop operation, core algorithms and data processing are completed locally, eliminating data upload to the cloud, and maximizing the security of enterprise core process formulas.