SBIR/STTR Research Award

Trustworthy AI Platform

Award identifier b9ed805aa08c596345e34d4aefb89f6fe5adb6068e0420b6b7f2b9d159f3dcc4Awarding agency Department of Defense · Air Force

Award amount

$74,015

Program and phase

SBIR · Phase I

Award year

2024

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Award details

Awarding agency
Department of Defense
Branch
Air Force
Recipient company
Preamble, Inc.
Proposal award date
2024-05-10
Contract end date
2024-08-19
UEI
H3DVHN38FMF3
Solicitation number
X24.5
Topic code
AFX245-PCSO1

Research abstract

Challenge: The USAF requires a comprehensive solution to mitigate the inherent risks of integrating and utilizing Large Language Models (LLMs) and generative Artificial Intelligence (AI) systems, specifically concerning safety, security, privacy, and compliance considerations for various use cases and teams across the DAF. Preamble Solution: Preamble presents a no-code AI governance platform that empowers the USAF to seamlessly implement and manage robust AI guardrails across diverse LLM applications. Our solution has similar ease of use as the AFRL WingmanAI platform, however Preamble enables admins to provision users access to various LLMs with customized guardrails while also providing monitoring capabilities.   Value Proposition Effortless Integration: The platform's intuitive interface eliminates the need for coding expertise, enabling timely deployment within existing infrastructure. Comprehensive Risk Mitigation: Preamble addresses the full spectrum of AI-related risks, encompassing: Safety: Ensures AI behavior adheres to established safety protocols and prevents unintended responses. Security: Mitigates potential LLM vulnerabilities and unauthorized access to sensitive data. Privacy: Enforces privacy by adhering to data protection regulations and preventing data leakage. Compliance: Guarantees adherence to relevant frameworks and regulatory requirements. Adaptable Controls: Preamble allows for creating granular and customizable guardrails specific to each USAF AI application, ensuring a context-specific approach to risk mitigation. Continuous Improvement: The platform facilitates continuous monitoring and iterative feedback loops to refine AI safeguards and ensure their effectiveness over time. Impact: Preamble empowers every USAF member to confidently leverage the power of custom-built LLMs, accelerating innovation while maintaining the highest standards of safety, security, privacy, and compliance within its AI ecosystem.

Technology keywords

Not reported

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Agency intelligence

Department of Defense

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