How does Veezoo prevent AI hallucinations in data analysis?
Veezoo prevents hallucinations by using a Knowledge Graph as a semantic layer. AI translates questions into Veezoo Query Language (VQL), which is then deterministically compiled to SQL. This process ensures that the AI only reasons over predefined concepts and business logic, never directly writing SQL or generating unverified explanations.
What is Veezoo's pricing model and how do credits work?
Veezoo charges a flat platform fee and uses a credit-based system for active questioning. Readers (view-only users) are always free. Credits are consumed when users actively ask questions, with different tiers for occasional explorers, regular analysts, and power users. Automated tasks also consume credits.
Does Veezoo store or train AI models on my company's data?
No, Veezoo does not ingest, store, or train AI models on your data. It operates as a query layer, connecting to your warehouse and querying data in place. You control whether LLMs can see query results for summaries, but nothing is stored or used for training, ensuring data privacy and security.
What data sources can Veezoo connect to?
Veezoo offers native connectors for over 17 data platforms, including major warehouses like Snowflake, BigQuery, Databricks, Amazon Redshift, and Amazon Athena. It also supports various SQL databases such as PostgreSQL, MySQL, SQL Server, and Oracle, ensuring broad compatibility with enterprise ecosystems.
What security certifications and features does Veezoo offer?
Veezoo is SOC2 Type II Certified and GDPR Compliant, with Swiss engineering and EU hosting options. It features security by design, no data ingestion, multi-layered governance (role-based, column-level, row-level security), SSO, encryption in transit and at rest, and a full audit trail for compliance.