Product Overview of Granica AI Data Platform
Introduction
Granica is an advanced AI data platform designed to make your data AI-ready, ensuring it is compact, safe, and powerful for use in AI and machine learning (ML) applications. The platform operates entirely within your cloud environment, respecting your security policies and optimizing data management for scale and efficiency.
Key Features and Functionality
Architecture and Deployment
Granica utilizes a cloud-prem architecture with a control and data plane that self-deploy and run as a single tenant in your cloud environment. This setup ensures that your data never leaves your secure boundary, adhering to SOC 2 Type 2 standards and integrating seamlessly with your Virtual Private Cloud (VPC).
AI Data Management Products
The Granica platform consists of several key products:
- Granica Screen: This data privacy service is tailored for traditional and generative AI. It uses high-efficiency, ML-powered algorithms to detect and protect sensitive information, such as Personally Identifiable Information (PII) and harmful content, with state-of-the-art accuracy. Granica Screen enables the safe use of data for AI/ML/analytics, streamlines data security and privacy monitoring, and supports regulatory compliance. It can discover, classify, and de-identify sensitive information in cloud data lake files and LLM prompts, and it continuously monitors data lakes to protect new files immediately.
- Granica Crunch: This cloud cost optimization service reduces the physical size and cost of Parquet files by up to 60%, while also speeding up queries and data loading times by up to 56%. It helps in shrinking cloud costs for lakehouse data and improving query performance and data processing times.
- Granica Signal: This training data selection service analyzes your entire training dataset and existing models to identify the most representative and informative samples, improving model performance by up to 30% and reducing training cycles by 20-30%.
Data Lake Observability
Granica includes Chronicle AI, a data visibility service for AWS and Google Cloud data lake exploration and cost optimization. Chronicle AI provides GenAI-powered prompts that generate visualizations and actionable insights, helping to optimize data lifecycles and control data lake costs. This service is included free with every Granica deployment.
Scalability and High Availability
The platform is designed for high availability (>99.99%) and elastic scaling, leveraging cloud-native primitives such as AWS EKS Availability Groups. It automatically scales compute resources using Kubernetes clusters to handle increased loads efficiently, ensuring consistent performance regardless of data scale.
Data Types and Compatibility
Granica supports a wide range of data types, including text/NLP, clickstream/logs, and tabular data. It is highly compute-efficient, lowering infrastructure costs and enabling the cost-effective scanning of broad data sets. The platform also supports named entity recognition (NER) for 50 entities and global support for 100 languages.
Security and Compliance
Granica ensures robust security and compliance by running entirely within your cloud environment. It provides fine-grained access control, continuous visibility into data access, and the ability to mask or tokenize sensitive information. This setup prevents data breaches and ensures regulatory compliance.
Benefits
- Enhanced Data Safety: Granica Screen protects sensitive information and prevents data breaches, enabling safe use of data for AI/ML applications.
- Cost Optimization: Granica Crunch reduces cloud costs by compressing data and speeding up queries, while Granica Chronicle AI optimizes data lifecycles.
- Improved Model Performance: Granica Signal optimizes training data selection, improving model performance and reducing training cycles.
- Scalability and Efficiency: The platform scales autonomously to handle large volumes of data, ensuring high availability and minimizing cross-AZ charges.
- Compliance and Security: Granica adheres to stringent security standards, ensuring data never leaves your environment and providing continuous monitoring and protection.
In summary, Granica is a comprehensive AI data platform that addresses the critical needs of AI/ML teams by ensuring data is AI-ready, secure, and optimized for performance and cost. Its integrated suite of services makes it an essential tool for organizations aiming to harness the full potential of their data for AI applications.