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Yesterday

Empirik Emerges With $21M to Check Infrastructure Changes Before Deployment

The Sequoia-incubated startup wants to calculate a proposed change’s reach before it runs, then block or escalate risky work. Its central test is whether enterprises will trust those assessments in production. Empirik has emerged from stealth with $21 million to build an AI agent that evaluates infrastructure changes before deployment.

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Funding Startups

Sep 1, 2026

AIR Raises $50M for Continuous Checks on AI-Agent Add-Ons

The startup aims to stop enterprise agents from consuming risky tools and external content after approval—not only before it. Its early commercial metrics are company-reported. AIR Security has emerged from stealth with $50 million across two seed rounds to police the add-ons and external sources used by enterprise AI agents.

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