Granica is an AI data platform that runs in your cloud environment (cloud-prem) to make your data AI-ready. It makes it simple and easy for AI/ML teams to build and manage high quality data — data that is compact, safe, and powerful — for use with AI, at scale. Granica also uses AI internally to continuously improve your data, making your projects faster and more impactful over time.
Granica discovers PII, biased and toxic content in data lakes, lakehouses and LLM prompts with SOTA accuracy. Our single platform handles PB-scale training data and real-time inference data for comprehensive AI safety.
Granica lakehouse-native compression shrinks the physical size and cost of Parquet files by up to 60% while also speeding queries and data loading times by up to 56%, based on TPC-DS benchmarks.
Granica analyzes your entire training dataset and existing models to identify the most representative and informative samples on which to train, improving performance by up to 30% and shrinking training cycles by 20-30%.
What’s truly meant by the term AI-ready data? Download Gartner's research report to learn how AI efforts are evolving the data management requirements for organizations, compliments of Granica.
The Granica AI data platform utilizes a cloud-prem architecture with a control and data plane that runs entirely in your cloud environment. It processes data in your cloud data lakehouses and their underlying object stores, as well as via real-time API, to make your data AI-ready. Key characteristics of the Granica architecture include:
Your data never leaves your environment. Granica’s control and data planes self-deploy and run as a single tenant, respecting your security policies.
The architecture is optimized for multiple availability zones (AZs), and APIs leverage VPC peering to connect with your applications, maximizing availability while minimizing cross-AZ charges.
Granica cloud-prem combines the security and compliance benefits of a traditional VPC with the vendor-managed benefits of SaaS, providing the best of both worlds.
Granica’s platform consists of three AI data management products: Granica Crunch, a cloud cost optimization service; Granica Screen, a data privacy service; and Granica Signal, a training data selection service. The platform also includes a built-in capability for data lake observability called Chronicle AI, at no extra charge.
protect
Granica Screen helps data engineers and developers to discover, classify, and de-identify sensitive information as well as harmful content in cloud data lake files and LLM prompts. It uses high-efficiency, ML-powered algorithms to deliver state-of-the-art accuracy on industry benchmarks while unlocking 5-10 times more data for safe model training vs. traditional approaches, at a similar cost.
cost-optimize
Granica Crunch is the industry’s first cloud cost optimization solution optimized for large-scale tabular and columnar datasets. It introduces a new form of compression optimization for Apache Parquet, physically reducing files and associated at-rest and transfer costs by up to 60%, while also speeding queries by up to 56% - without requiring application changes.
boost quality
Granica Signal is the industry’s first model-aware data refinement service, aptly named as it helps data teams identify the “signal in the noise” of their training data. Signal analyzes large-scale training data sets to prioritize and select the most impactful samples for model training, improving performance by up to 30% and reducing training cycles by 20-30%.
visualize
Granica Chronicle AI is a data visibility service for AWS and Google Cloud data lake exploration and cost optimization. It allows you to explore your data environment with GenAI-powered prompts that generate visualizations and actionable insights so you can optimize access for improved compliance as well as optimize data lifecycles to further control data lake costs. Chronicle AI is included free with every Granica deployment.
whitepaper
Read Our Latest White Paper "Achieving AI Security: Guidance and Opportunities for CIOs, CISOs, and CDAOs"
Scales to hundreds of petabytes
Adheres to SOC 2 Type 2 standards
Runs in your Virtual Private Cloud
Data never leaves your environment
Deep data lake observability
Auto-scales based on workload
in breach risk $ mitigated
in cloud cost $ saved
of data lakes processed
clouds supported
Data types supported
The Granica AI data management platform supports a wide range of data types. Bring us your unique requirements, and we can customize the platform for your use case.
Text/NLP
Clickstream/Logs
Tabular
Granica is a cloud-prem, exabyte-scale platform that helps AI/ML teams build AI-ready-data for better AI. With the Granica AI data platform, you can power LLMs and GenAI with safe data, lower lakehouse data costs while speeding queries, and improve model performance.
Request a 1:1 demo to see how the Granica AI data platform can help you get your data ready for AI.