AltaStata Fortified Data Lake Partner Validated

Leveraging sensitive data for real-time analytics and AI/ML computations requires strict adherence to privacy standards, including the NIST AI RMF, AI Act, CCPA and GDPR. AltaStata Fortified Data Lake ensures complete control of data access, protects sensitive and private data with end-to-end encryption, tracks data origins and usage, and enforces company policies for compliance. AltaStata protects unstructured and semi-structured data, including images, video streams, PDFs, text files, CSV files, Parquet file, AI models.

Data poisoning is a significant threat to AI systems, involving deliberately injecting malicious or misleading data into the training dataset or AI model. According to a Google report, an attacker only needs to control 0.01% of a dataset to poison an AI model. AltaStata Fortified Data Lake ensures the integrity of datasets and AI models in training and use through end-to-end encryption and verification.

AltaStata Fortified Data Lakes enable secure data collaboration among individuals, data pipelines, and AI applications. They allow organizations to establish a zero-trust data clean room environment for collaborative AI training and processing—without exposing data to one another. AltaStata integrates seamlessly with AI frameworks such as Databricks, PyTorch and TensorFlow. 

AltaStata method enables automated real-time sharing and processing of vast amounts of encrypted data without modifying existing AI applications. For certain types of data (e.g., text and sensor data), AltaStata enhances speed through its compression, making it 3x faster than processing unencrypted data.

Implementation within minutes in multi-cloud environments (AWS, Azure, GCP) and in on-premises data centers. AltaStata provides Web UI for OpenShift and stand-alone UI Application running on MacOS, Linux and Windows. AltaStata is integrated with the Red Hat Jupyter DataScience notebook.

AltaStata data compression enables cloud storage cost savings of up to 63%. Data compression also assists enterprises in reducing carbon emissions, particularly in the EUto comply with the Corporate Sustainability Reporting Directive (CSRD).