Web app
Graviti
Graviti is a data platform for managing unstructured data, enabling teams to curate, version, and automate data pipelines for AI and machine learning projects. It helps companies improve productivity and scalability in their ML workflows.
- Platform
- Web app
- Categories
- AI Product Description Generator, AI Workflow Management
- Indexed
- 2024-02-19
About Graviti
What is Graviti
Graviti is a data platform designed to accelerate AI and machine learning projects by managing unstructured data at scale. It provides tools for data curation, version control, and workflow automation, helping teams derive value from complex data and unify their data operations. The platform is used by forward-thinking companies to improve productivity and achieve scalability in their ML processes.
Key features
Graviti offers several key features:
- Data Curation: Manage raw data, metadata, and semantic data in one place, with customizable filters for efficient querying and dataset creation.
- Data Version Control: Git-like interface for data versioning, enabling lineage tracking and collaboration through branches.
- Workflow Automation: Automate data pipelines with a workflow builder, processing large volumes of data with unlimited compute.
- Data Quality Inspection: Identify imbalanced data, spot low-quality data, and send for corrections.
- Preprocessing: Automate data preprocessing including augmentation and auto labeling.
- Training Automation: Set up automated pipelines triggered by new data.
- Version Visualization: Visualize differences between dataset versions.
- Team Collaboration: Collaborate on the same dataset simultaneously without conflicts.
Use cases
Graviti is used across industries for various data-centric tasks:
- Machine Learning Teams: Save time in data preparation and model training automation, as highlighted by a logistics company's ML tech lead.
- Data Curation: Manage all types of data in one place and query through custom filters.
- Collaboration: Use data versioning and collaboration in a git-like way.
- Workflow Automation: Automate workflows and streamline tasks.
- Open Datasets: Host open datasets for free and access thousands of high-quality datasets like nuScenes, BDD100K, and MNIST.
Pricing
Graviti offers flexible pricing plans designed to fit various business needs. The page mentions 'flexible Graviti Data Platform costs and pricing built to fit your business' and provides a link to view plans, but specific pricing details are not disclosed on the page.
Questions
Graviti FAQ
- What is Graviti?
- Graviti is an AI tool available as a web app in the AI Product Description Generator, AI Workflow Management categories. Graviti is a data platform for managing unstructured data, enabling teams to curate, version, and automate data pipelines for AI and machine learning projects. It helps companies improve productivity and scalability in their ML workflows.
- What is Graviti used for?
- Graviti is filed under AI Product Description Generator, AI Workflow Management in the AITOOLIST index. Graviti is a data platform for managing unstructured data, enabling teams to curate, version, and automate data pipelines for AI and machine learning projects. It helps companies improve productivity and scalability in their ML workflows.
- Is Graviti a web app, an extension or a native app?
- Graviti is a web app.
Listed in the AITOOLIST index since 2024-02-19.