StingerAutomate AI Vulnerability Discovery
StarfortEnforce Real-Time AI Guardrails
Research & BenchmarksSet the Standard for AI Safety
We don't wait for incidents. Our research teams identify next-generation threats at top AI conferences — before they appear in the wild.
We think like attackers. By proactively stress-testing your AI with millions of scenarios, we expose vulnerabilities that traditional testing misses.
Static rules break. Our guardrails continuously learn and adapt to your enterprise environment — blocking threats in real time without slowing down your AI.
Red teaming and guardrails in a single platform. One integration, complete lifecycle coverage from development to production.
Proactive identification of model vulnerabilities and hallucinations with thousands of automated scenarios.
Proxy-level blocking of malicious prompts and real-time masking of sensitive data.
From proprietary LLMs and custom-built agents to commercial APIs like ChatGPT and Gemini — even coding agents like Claude Code and GitHub Copilot. One platform that secures them all.
Deploy as cloud SaaS or fully isolated on-premise — tailored to your data governance and compliance requirements.
June 2026 was the month the guardrail became a platform feature. OpenAI shipped in-model activation classifiers, AWS, Google, and Microsoft productized runtime checks within four days of each other, and F5 bundled AI testing with AI runtime defense. Meanwhile the Shai-Hulud/Miasma worm turned 13 AI coding agents into propagation vectors, the US Commerce Department shut down two frontier models over a single jailbreak, and academia converged on structural execution control over blocking. Six stories that defined the month.
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A public chatbot on NASA's Parker Solar Probe mission page promised users its answers came only from "vetted, self-contained sources." We red-teamed it into fabricating leaked memos, fake election audits, and climate denial citing the mission's own data — then disclosed it through proper channels and saw the endpoint taken offline.
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No jailbreak, no tricks — just professionally framed requests. Using our Stinger red-teaming engine, we collected 83 confirmed CBRN breaches from Claude Opus 4.8.
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