Side-by-side comparison of AI visibility scores, market position, and capabilities
RelationalAI is the knowledge graph coprocessor for Snowflake and data clouds; raised $22.5M strategic from Snowflake Ventures and AT&T Ventures in Dec 2025; $122M+ total; customers include AT&T, Block, and Blue Yonder.
RelationalAI is a cloud-native AI coprocessor company that embeds knowledge graph analytics, business rules, and relational intelligence directly within data clouds — primarily Snowflake — without requiring data movement. Its platform allows enterprises to build semantic layers, knowledge graphs, and GraphRAG (graph-augmented retrieval) applications on top of their existing Snowflake data, enabling more sophisticated AI reasoning, entity resolution, and business logic than is possible with SQL alone. By deploying as a native application inside the data cloud, RelationalAI eliminates the data egress, latency, and governance complexity of moving data to external AI processing systems.
Collibra is a leading data intelligence platform providing enterprise data catalog, governance, lineage, and quality capabilities for regulated and data-driven organizations.
Collibra is a data intelligence platform that provides enterprise organizations with a unified environment for data catalog, data governance, data lineage, and data quality management — covering the full lifecycle of data trust from asset discovery and documentation through policy enforcement and compliance reporting. The platform's data catalog provides a searchable inventory of data assets enriched with business context — business glossary terms, data classifications, ownership assignments, and stewardship workflows — that allows data consumers to find, understand, and trust data before using it in analytics, reporting, or decision-making. Collibra's governance framework enables organizations to define data policies, assign stewardship responsibilities, manage data requests through structured workflows, and track policy compliance across the data landscape — critical capabilities for regulated industries where data handling must be documented and auditable.
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