Private Markets, Angel and Secondary Investing, Sacra

Sacra

Bringing transparency to private markets so investors, founders, and employees can build on conviction.

Sacra delivers deeply researched insights on the private companies shaping tomorrow's markets. By surfacing the data, context, and operator perspective that are missing from private markets today, we help secondary buyers and sellers price equity accurately and unlock liquidity for the people building these businesses.

Private Markets, Angel and Secondary Investing

Bringing transparency to private markets so investors, founders, and employees can build on conviction. Sacra delivers deeply researched insights on the private companies shaping tomorrow's markets. By surfacing the data, context, and operator perspective that are missing from private markets today, we help secondary buyers and sellers price equity accurately and unlock liquidity for the people building these businesses.

Private Capital Markets

<ul><li>AstraZeneca moved agentic AI workloads from Databricks to self-hosted ClickHouse because real-time retrieval from petabytes of patient records required sub-200ms latency that Databricks couldn't deliver, reducing the team needed to operate those workloads by roughly 75%.</li><li>ClickHouse and Snowflake coexist for clearly different purposes at AstraZeneca—Snowflake as the foundational governance layer for complex transformations and regulatory reporting, ClickHouse as the real-time speed layer for agentic AI orchestration—suggesting ClickHouse's enterprise TAM is additive rather than replacement.</li><li>ClickHouse's vector search capabilities are being used for compliance-critical RAG workflows in oncology, where the unified approach of storing both metadata and vector embeddings in one system improved accuracy and latency over standalone vector databases while meeting regulatory standards.</li></ul>

AstraZeneca moved agentic AI workloads from Databricks to self-hosted ClickHouse because real-time retrieval from petabytes of patient records required sub-200ms latency that Databricks couldn't deliver, reducing the team needed to operate those workloads by roughly 75%.ClickHouse and Snowflake coexist for clearly different purposes at AstraZeneca—Snowflake as the foundational governance layer for complex transformations and regulatory reporting, ClickHouse as the real-time speed layer for agentic AI orchestration—suggesting ClickHouse's enterprise TAM is additive rather than replacement.ClickHouse's vector search capabilities are being used for compliance-critical RAG workflows in oncology, where the unified approach of storing both metadata and vector embeddings in one system improved accuracy and latency over standalone vector databases while meeting regulatory standards.

AI Program Manager At AstraZeneca On Running self-hosted ClickHouse