Interpretable
Data-Centric AI
Supercharge your ML Models with better and more interpretable data.
No credit card required
Early access to beta
Features
AI-powered data exploration and analytics
Unprecedented User Control
- Define, manipulate, and visually analyze specific slices of your dataset
- Automatically identify and highlight potential problem areas for further review
- Visualize patterns in specific data points where models underperform
- Supports image modality beyond text
Data Tagging and Clustering
Dataset Diagnosis
- 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
Interactive Data Quality Visualization
Model Failure Case Analysis
- 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
Data Quality Enhancement
Multimodal
- 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