FEATURES
AI-powered data exploration and analytics
Unprecedented User Control
Define, manipulate, and visually analyze specific slices of your dataset
Dataset Diagnosis
Automatically identify and highlight potential problem areas for further review
Model Failure Case Analysis
Visualize patterns in specific data points where models underperform
Multimodal
Supports image modality beyond text
Features
Data Tagging and Clustering
Load from a data source. Define and apply custom data hierarchies to enhance machine learning tasks. Our AI systematically tags and clusters data, identifying issues and enabling immediate corrections.
Integration with popular datasources such as HuggingFace
Reduce manual inspection efforts and increase productivity
Features
Interactive Data Quality Visualization
Explore and inspect data distribution and quality issues visually with Acadia's UI. Quickly quantify and interpret problems related to diversity, relevance, and coverage, enhancing trust and understanding in your data-driven models.
Clear visual proof of data quality & model performance
Analyze key performance to identify areas for improvement
Features
Data Quality Enhancement
Address data quality proactively with Acadia’s suite of transformation functions, including deduplication, filtering, and synthetic data generation. Apply these transformations at scale to refine datasets, which can then be seamlessly exported for further training or evaluation
Ensure your data aligns with operational needs and ethical standards
Easy Data Export
