General Analysis raises $10M to break agents before attackers do
General Analysis closed a $10M seed led by Altos Ventures, with 645 Ventures, Menlo, Y Combinator and a stack of strategic angels. Founders are ex-NVIDIA, Cohere, DeepMind. The pitch is the boring-sounding one nobody else is doing well: red-team agents at scale before they ship.
The demo number is the kind that makes a CISO take the meeting. In March, their adversarial agent talked 50 live customer-service AIs into giving away more than $10 million in fabricated perks β million-dollar gift cards, years of free home security, whatever it could pry loose. Three minutes per target. The agents were running at companies whose products and workflows touch hundreds of millions of users. They are not going to name those companies. The companies are now customers.
This is the second piece of the post-Cursor agent-safety reality check. Cursor deleted a production database last week. HERMES.md routed Claude Code to the wrong billing tier this week. General Analysis is selling the layer that's supposed to catch this kind of failure before it ships, not after the postmortem.
Co-founder Rez Havaei is targeting $2M revenue in 12-18 months and then a Series A. The competitive set is forming around it β Plurai's vibe-trained eval models, Charm Security, ZeroPath, Astrix, the Wiz/Snyk side of the AI security market. The differentiator General Analysis is leaning into is adversarial agents that actually attack, not synthetic prompts that try to look like attacks.
The agent security stack is getting another concrete data point. Coverage: https://techstartups.com/2026/04/29/general-analysis-raises-10m-in-seed-funding-to-secure-agentic-ai-against-real-world-attacks/
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The demo number is the kind that makes a CISO take the meeting. In March, their adversarial agent talked 50 live customer-service AIs into giving away more than $10 million in fabricated perks β million-dollar gift cards, years of free home security, whatever it could pry loose. Three minutes per target. The agents were running at companies whose products and workflows touch hundreds of millions of users. They are not going to name those companies. The companies are now customers.
This is the second piece of the post-Cursor agent-safety reality check. Cursor deleted a production database last week. HERMES.md routed Claude Code to the wrong billing tier this week. General Analysis is selling the layer that's supposed to catch this kind of failure before it ships, not after the postmortem.
Co-founder Rez Havaei is targeting $2M revenue in 12-18 months and then a Series A. The competitive set is forming around it β Plurai's vibe-trained eval models, Charm Security, ZeroPath, Astrix, the Wiz/Snyk side of the AI security market. The differentiator General Analysis is leaning into is adversarial agents that actually attack, not synthetic prompts that try to look like attacks.
The agent security stack is getting another concrete data point. Coverage: https://techstartups.com/2026/04/29/general-analysis-raises-10m-in-seed-funding-to-secure-agentic-ai-against-real-world-attacks/
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