Collibra

Collibra describes itself as the enterprise AI control plane, a layer of context and control that sits above data platforms, models and agents. It is aimed at enterprise teams that need to govern the data and context their AI systems rely on. The homepage also presents the AI Command Center and Deasy Labs for unstructured data preparation.

What It Is

Collibra is a data and AI governance platform. According to the company, it turns scattered data into governed context, meaning certified knowledge about an organization, built on ontology engineering. Teams can certify and govern that context, serve it to the models and agents that consume it, and govern what those systems do, without moving data or locking into a single platform.

Context, ontology and governance

The company describes an ontology as a knowledge graph of business concepts, terms and relationships, including lineage, business rules and definitions. Context governance is described as delivering curated, certified, semantically enriched data products that carry meaning, lineage, quality signals and policy constraints. AI governance covers controls so agents are grounded in trusted context, stay within defined boundaries, and can be traced and audited.

Deasy Labs and unstructured data

Deasy Labs prepares unstructured content such as emails, PDFs and SharePoint into curated datasets for AI. Collibra says it automates metadata enrichment, sensitivity screening and quality assessment, with filtering and sensitive data detection to keep unwanted content out.

Use cases

The homepage lists use cases for transforming unstructured data for AI, delivering ROI with data products, turning AI ambition into AI value, and complying with regulations through automated risk reporting.