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Trustwise

Adversarial AI, AI Security, Trust Management

Research Paper

Adversarial AI in Lifesciences | Compliance

Your AI security solution for trusted AI systems. Lifesciences Guide to Adversarial AI.
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AI Security and Compliance in Lifesciences

Trustwise delivers an AI Security and Control Layer, including AI Trust Management for Agentic AI Systems. Modern AI projects often face challenges in scaling not due to a lack of ambition, but because of unreliability, inefficiency, and lack of control. This creates the Trust Gap, which is a critical barrier to achieving widespread AI adoption. The emergence of agentic AI only exacerbates this gap, introducing greater complexity and risk. Our solutions, Harmony Ai, are designed to minimize the Trust Gap throughout the entire AI lifecycle, from simulation and verification to optimization and governance. Trustwise helps large organizations realize AI Trust and Security at scale.

We embed real-time security, control, and alignment into every agent to ensure that innovation scales without compromising control. We transform naked agents into Shielded Agents. Additionally, we deliver trust-as-code through APIs, SDKs, MCPs, and Guardian Agents, offering tailored solutions to meet your specific needs.

Adversarial AI

Adversarial AI, a growing concern in the AI landscape, involves the intentional manipulation of AI systems by external entities to deceive or sabotage their performance. As the Head of Compliance at a large Lifesciences company, it is crucial to recognize the implications of adversarial AI on the organization’s AI initiatives and the potential risks it poses.

– Adversarial AI Threats: Explore the various forms of adversarial attacks, including evasion attacks, poisoning attacks, and model stealing, and their potential impact on AI systems.

– Regulatory Compliance: Understand the regulatory landscape and compliance requirements related to AI security and trust management to ensure alignment with industry standards and best practices.

– Risk Mitigation Strategies: Implement proactive measures to mitigate adversarial AI threats, such as robust security protocols, continuous monitoring, and adaptive response mechanisms.

Addressing the Trust Gap with Harmony Ai

The Trust Gap presents significant challenges in achieving widespread AI adoption. By implementing Harmony Ai, organizations can effectively address the Trust Gap and enhance the trustworthiness and security of their AI systems.

– Trust Management: Explore how Harmony Ai provides comprehensive trust management capabilities, including real-time security, control, and alignment embedded within every agent, to ensure the reliability and integrity of AI systems.

– Lifecycle Integration: Understand how Harmony Ai seamlessly integrates trust management throughout the entire AI lifecycle, encompassing simulation, verification, optimization, and governance, to ensure consistent and reliable AI operations.

– Scalability and Control: Learn how Harmony Ai enables organizations to scale AI initiatives without compromising control, transforming naked agents into Shielded Agents and delivering trust-as-code through customizable solutions.

Schedule Demo

To experience firsthand how Trustwise’s Harmony Ai can help your organization address the Trust Gap and achieve AI Trust and Security at scale, schedule a demo with our team today.

About Trustwise

Trustwise provides AI Trust Management that enables enterprises to deploy safe, compliant and efficient AI at scale. The company’s platform serves as the AI Control Tower for agentic AI, providing real-time governance and control through Guardian Agents and modular AI Shields. Co-developed with leading financial and healthcare institutions, Trustwise helps Global 500 enterprises keep AI trustworthy and aligned at runtime in high-stakes environments. The company was named a Cool Vendor in the 2025 Gartner® Cool Vendors™ for Agentic AI in Banking and Investment Services report and received the InfoWorld 2024 Technology of the Year Award.

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Media Contact

Bhava Communications for Trustwise

trustwise@bhavacom.com

GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally, and COOL VENDORS is a registered trademark of Gartner, Inc. and/or its affiliates and are used herein with permission. All rights reserved. Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation.

Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.

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