Graviti

Graviti is a data platform designed to accelerate AI and machine learning by providing tools for companies and teams to manage datasets, scale collaboration through data visualization, and implement data versioning using MLflow. It enables the use of unstructured data at scale for analytics and AI, helping users derive value from complex data, unify data teams, and accelerate the ML process. Graviti offers cost-effective and fast data curation, data version control, and workflow automation.

How to Use

Users can manage raw data, metadata, and semantic data in one place, query through customizable filters, and curate new datasets efficiently. The platform also allows for data version control using a Git-like interface and workflow automation with a workflow builder.

Key Features

• Data Curation
• Data Version Control
• Workflow Automation
• Data Hosting
• Data Governance
• Collaboration

Use Cases

• Identify imbalanced data and collect more accordingly.
• Inspect data quality and send low-quality data for corrections.
• Automate data preprocessing for machine learning or business analytics.
• Setup automated pipelines triggered by new data being added.
• Visualize the differences between any two versions of the same dataset.
• Collaborate on the same dataset simultaneously without affecting each other’s work.