Graviti Data Platform

Graviti: The Data Platform to Accelerate AI and Machine Learning

What is Graviti Data Platform?

Graviti is a next-generation data platform designed to empower companies and teams in their AI and machine learning endeavors. It focuses on improving productivity and achieving scalability for machine learning projects and business analytics by enabling the effective use of unstructured data at scale.

How does Graviti Data Platform work?

The Graviti Data Platform enables the use of unstructured data at scale for analytics and AI. It helps you derive value from complex data, unify data teams, and accelerate ML process. It provides cost-effective and fast data curation, data version control, and workflow automation.

Key Features and Benefits:

• Cost-Effective and Fast Data Curation: Manage raw data, metadata, and semantic data in one centralized location. Query using customizable filters for efficient processing and curate new datasets with zero data copying.
• Data Version Control for Lineage and Collaboration: Utilize a Git-like interface for data versioning, allowing you to track all data changes and collaborate smoothly across teams with branching capabilities.
• Workflow Automation: Automate your data pipeline using Graviti’s workflow builder. Process large volumes of data with unlimited compute power with a single click.

Dive Deeper into Graviti Data Platform:

• Identify Imbalanced Data: Pinpoint under-represented data and collect more accordingly.
• Inspect Data Quality: Identify low-quality data or incorrect semantic data/metadata and send it for corrections.
• Preprocess Data: Automate data preprocessing for machine learning or business analytics, including data augmentation and auto-labeling.
• Automate Training: Set up automated pipelines triggered by the addition of new data.
• Visualize Version Differences: Visualize the differences between any two versions of the same dataset.
• Collaborate Across Teams: Collaborate on the same dataset simultaneously without affecting each other's work.

Industry Solutions:

Graviti caters to various industries by offering tailored solutions. It also hosts open datasets, encouraging collaboration and innovation.

Why is Graviti Data Platform important?

According to a Machine Learning Tech Lead of a Logistics Company, "Graviti data platform has become a key part of our AI development process. It is powerful and works seamlessly with our workflows, increasing our productivity and efficiency in data preparation and model training automation."

Where can I use Graviti Data Platform?

Graviti can be used for data curation, collaboration, and workflow automation. It can be used to identify imbalanced data, inspect data quality, preprocess data, automate training, visualize version differences, and collaborate across teams. Graviti is a data platform designed to accelerate AI and machine learning projects by providing data management, version control, and workflow automation solutions.

Conclusion:

Graviti provides a comprehensive data platform designed to accelerate AI and machine learning projects. With its features for data curation, version control, and workflow automation, Graviti helps organizations unlock the power of unstructured data and improve the efficiency of their ML processes. By managing and versioning data, teams can collaborate more effectively and automate data pipelines, ultimately saving time and resources.