Eve Security has raised $4.5 million in funding led by Run Ventures, with participation from Dreamit Ventures, Blu Ventures and LiveOak Ventures, bringing its total seed round to $7.5 million. The startup has developed a runtime security layer designed to monitor and control AI agents, providing organisations with tools to identify high-risk or anomalous activities and intervene before agents can compromise critical systems. The company launched in January and has since expanded its capabilities across platforms including Databricks, Microsoft Copilot Studio, Amazon AgentCore, Amazon Bedrock and Glean. Eve's platform evaluates agent requests and actions in real time, using context from identity providers, data platforms and data loss prevention systems to enforce security policies deterministically.

Integral Privacy Technologies has raised $25 million in total funding, with participation from Venrex, The General Partnership, Array Ventures and others. The company provides privacy engineering services that transform real-world data into AI-ready assets whilst maintaining data utility and managing regulatory risks. Integral embeds teams of statisticians and privacy engineers directly into customer data pipelines to reduce re-identification risks whilst preserving the data signals required for AI applications. The company independently assesses privacy risk and produces defensibility documentation, including HIPAA Expert Determinations where applicable. Initially validated in healthcare and life sciences, Integral now supports AI labs and data platforms across regulated industries. The funding will expand its privacy engineering teams and support go-to-market efforts across the real-world data economy.