# AI Data Observability & Governance Platforms > Platforms that provide comprehensive monitoring, quality assurance, and governance for data used in AI and machine learning workflows, ensuring reliability, compliance, and trustworthiness. - Brands: 4 - URL: /brand/category/ai-data-observability-governance-platforms ## Brands - Elementary - Collate - Matterbeam - Amurta