Question: Can you recommend a data analytics tool that is secure, private, and transparent, with an interface that shows the underlying code?

If you need a data analytics tool that's private, secure and transparent, with an interface that shows you the code underneath, Defog is worth a look. It's a natural language data query platform that uses fine-tuned AI models to query data on your own servers without compromising security. Defog's interface for data visualization is customizable, and it has data privacy controls that never touch or move user data. It integrates with big SQL databases and data warehouses, supports statistical models like t-tests and regressions, and has a free community edition and an enterprise edition for more features.

Another option is Dataloop, an AI development platform that handles data curation, model training, pipeline automation and human feedback. Dataloop has strong security controls that meet GDPR, ISO 27001 & 27701 and SOC 2 Type II requirements. It can handle a variety of unstructured data formats and can automatically preprocess and embed data for similarity searches. Dataloop's marketplace lets you tap into existing models and pipelines, which can help with collaboration and accelerate development.

Last, Outerbase is an AI-powered database management and exploration tool that offers a collaborative data experience with a simple interface. It can handle multiple databases, and it's got security controls for SOC 2 Type 2, HIPAA and data encryption. Outerbase lets you query data with natural language queries and offers data catalogs, and it's designed to be useful to developers, analysts and product teams.