If you're looking for a self-hosted data analytics platform that puts data privacy and security first, Defog is worth a look. Defog employs fine-tuned AI models to query data on your own servers without leaking query results or compromising privacy. It features row-level access control, on-prem options and integration with big SQL databases and data warehouses. The platform also offers customizable visualization and statistical modeling, so it's a good choice for businesses that want to automate data queries and analysis.
Another contender is MOSTLY AI. This platform is designed to generate synthetic data for privacy compliance and AI/ML use cases. It has a natural language interface for data exploration and anonymous synthetic data generation. MOSTLY AI is designed for enterprise customers, with easy installation in air-gapped environments and certifications like ISO27001 and SOC2 Type 2. That makes it a good option for companies that need to share data securely, train AI systems and perform self-service analytics.
ClearGPT is another enterprise-grade platform that uses generative AI and Large Language Models for internal use. It's designed to provide maximum data security and corporate IP protection through role-based access and data governance. ClearGPT has a human feedback loop and continuous data refresh, making it a good fit for companies that want to automate processes and boost productivity without leaking data.