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AI systems face constant threats, from prompt injections to data exfiltration. At Preamble, we help you proactively attack and harden your AI before real adversaries do. We deliver elite AI red teaming and security consulting that uncovers hidden weaknesses and deploys battle-tested, patented defenses. Our journey began in 2020 at the DoD's JAIC AI Symposium. By May 2022, our team made history by discovering the first prompt injection vulnerability in OpenAI’s GPT-3. We didn't just find the problem; we patented the solution. Today, we combine offensive testing with hands-on consulting so you can safely scale AI agent solutions. We deliver fast, measurable results in days, providing actionable strategies from the early innovators of AI security. Patents: U.S. Patent 12,118,471 (Mitigation for Prompt Injection in AI Models) and pending filings for metric-based control of generative AI. Specialties: AI Security · Prompt Injection Mitigation · AI Firewall · LLM Security · AI Agent Security · Fractional AI Security · AI Red Teaming · AI Security Advising · AI Security Consulting · AI Threat Intelligence Preamble, Inc. is a veteran-led company headquartered in Pittsburgh, PA.

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Jeremy McHugh is the Chief Executive Officer and Co-Founder of Preamble.

4 people are employed at Preamble.

Preamble is based in Pittsburgh, Pennsylvania.

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