Granica is an AI training data management platform. It helps AI/ML teams get their data ready for AI, enabling them to accelerate the impact of their AI initiative while controlling data lake costs through state-of-the-art data privacy screening, genAI-powered training data visibility, and novel lossless data lake compression.
Granica detects and de-identifies PII and other sensitive information in data lakes and LLM prompts for safer AI model training, improved performance, and simplified compliance.
Granica compresses data lakes by up to 80% to save on storage and access costs, allowing you to control cloud costs as training data grows.
Granica facilitates Amazon and Google data lake exploration, access analysis, and cost optimization, improving compliance while further controlling cloud costs.
The Granica AI data platform is a control and data plane that runs entirely in your cloud environment, interacting with data in your cloud data lakes and their underlying object stores to improve the readiness of that data for AI. Granica services integrate with your applications so your data never has to leave your environment for improved security and simplified data privacy compliance. Granica’s platform consists of three AI data management products: Granica Crunch, a data lake compression service; Granica Screen, a data privacy service; and Granica Chronicle AI, a training data visibility service.
protect
Granica Screen is a data privacy service that helps teams detect, classify, and de-identify sensitive information stored in cloud data lake files and LLM prompts. It uses high-efficiency, ML-powered scanning algorithms to deliver state-of-the-art accuracy on industry benchmark data while safely unlocking 5-10 times more data for training vs. traditional approaches at a similar cost.
cost-optimize
Granica Crunch is the world’s only data lake compression service. It uses advanced compression algorithms that persist data as efficiently as possible, paired with lightning-fast real-time decompression upon access, allowing it to losslessly shrink petabyte-scale training data sets by up to 80%.
visualize
Granica Chronicle AI is a training 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.
whitepaper
Read Our Latest White Paper "Building Trust, Impact and Efficiency into Traditional and Generative AI"
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.
Clickstream/Logs
Tabular
LiDAR
Image
Scales to hundreds of petabytes
Adheres to SOC 2 Type 2 standards
Runs in your Virtual Private Cloud
One platform API with many services
Data never leaves your environment
Deep data lake observability
Auto-scales based on workload
Outcomes-based pricing model
Granica is a suite of API services deployed as managed software that runs in your AWS or Google Cloud environment. Granica’s control and data plane is lightweight, providing shared infrastructure and services to all Granica products. The platform is designed to be consumed as an API by AI applications that work with cloud object storage, such as Amazon S3 and Google GCS. You integrate Granica by making a single line code change to interact with your buckets via the Granica API instead of your cloud’s vanilla SDK.
Granica uses an outcome-based pricing model for Crunch that measures and charges for the actual savings outcome delivered by the platform. Granica’s platform is free to deploy with no upfront costs. Once it’s integrated with your apps, we measure how Crunch reduces data lake costs relative to the vanilla S3/GCS baseline. You pay a small percentage of these savings and keep the majority of the remainder, which you can then reinvest into more and better data, labeling, training associated compute, and other strategic initiatives that increase your ROI on AI.
Granica is a developer-first, petabyte-scale platform that helps AI/ML teams build better AI models while reducing cloud data lake costs. With the Granica AI data platform, you can safely utilize LLMs and GenAI, unlock siloed dark data for training, and reallocate infrastructure savings to acquire more data.
Request a free demo to see how the Granica AI training data platform can help you create better models and reduce cloud costs.