Skip to main content

Trustwise

AI Control Layer, AI Security, Trustwise AI

Research Paper

How To Break A Bot in Pharmaceuticals | Technology

Enhance AI security and control with Trustwise's advanced solutions. Pharmaceuticals Guide to How To Break A Bot.
Background Heroefooter
AI Compliance

AI Security and Compliance in Pharmaceuticals

Trustwise delivers an AI Security and Control Layer, including AI Trust Management for Agentic AI Systems. Modern AI projects often stumble not due to a lack of ambition, but because of unreliability, inefficiency, and lack of control. This creates the Trust Gap, a significant barrier to widespread AI adoption. The emergence of agentic AI only widens this gap, introducing greater complexity and risk. Our solutions, Harmony Ai, 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.

Empowering AI with Trustwise

We embed real-time security, control, and alignment into every agent, enabling innovation to scale without compromising control. We transform naked agents into Shielded Agents.

We deliver trust-as-code through APIs, SDKs, MCPs, and Guardian Agents, depending on your specific needs.

How to Break a Bot: A Step-by-Step Guide

Breaking a bot involves identifying vulnerabilities and weaknesses in its design and implementation. Here are the essential steps to break a bot effectively:

Identify Attack Surfaces: Assess the bot’s attack surfaces to understand potential entry points for attacks or exploitation.

Vulnerability Scanning: Conduct thorough vulnerability scanning to identify weaknesses in the bot’s code, configuration, or dependencies.

Penetration Testing: Perform targeted penetration testing to exploit identified vulnerabilities and assess the bot’s resilience to attacks.

Code Review: Review the bot’s code to identify potential security flaws, backdoors, or unauthorized functionalities.

Behavior Analysis: Analyze the bot’s behavior under different scenarios to identify anomalous or potentially malicious activities.

Security Patching: Implement necessary security patches and updates to address identified vulnerabilities and strengthen the bot’s defenses.

Securing Agentic AI Systems

Agentic AI systems introduce new layers of complexity and risk, requiring specialized security and control measures. Trustwise’s approach to securing agentic AI systems includes:

Real-time Monitoring: Continuous monitoring of agentic AI systems to detect and mitigate security threats and unauthorized activities.

Anomaly Detection: Leveraging advanced anomaly detection techniques to identify deviations from expected behaviors within agentic AI systems.

Access Control: Implementing robust access control mechanisms to restrict unauthorized access and prevent malicious actions within agentic AI systems.

Data Encryption: Applying strong encryption methods to protect sensitive data processed and stored within agentic AI systems.

Integrity Verification: Validating the integrity of agentic AI system components and configurations to ensure their trustworthiness and resilience.

Ensuring Multi-Cloud and Partner-Integrated Security

In multi-cloud and partner-integrated environments, maintaining adequate visibility and control over potentially malicious, drifted, or poisoned tools is paramount. Trustwise addresses this challenge by:

Unified Security Orchestration: Orchestrating security measures across diverse cloud environments and partner integrations to ensure consistent protection and control.

Threat Intelligence Integration: Integrating comprehensive threat intelligence sources to proactively identify and respond to emerging security threats and risks.

Policy Enforcement: Enforcing unified security policies and controls to manage access, data protection, and compliance across multi-cloud and partner-integrated environments.

Incident Response Coordination: Coordinating incident response efforts across multiple environments to effectively contain and mitigate security incidents and breaches.

Schedule Demo

Are you ready to experience the transformative power of Trustwise’s AI Security and Control Layer in action? Schedule a demo today and discover how our solutions can empower your organization to achieve AI Trust and Security at scale.

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.

Frame 2085665762

Resources

Frame 2085665762 (1)

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.

Related topics

Untitled design (9)

July 9, 2026

Stop Governing AI, Start Controlling It

There's a phrase burned into the brain of every security professional who's been doing this long enough: compliance does not equal security. In other words, you can’t be secure through documentation. We’ve learned that lesson the hard way, consistently watching organizations pass compliance reviews while still getting breached. A perfectly completed questionnaire has never stopped a ransomware attack. A SOC 2 report has never blocked a credential stuffing campaign. Documentation describes a security posture. It doesn't create one.

Trustwise

July 9, 2026

Trustwise Blog Post Graphics (1)

July 8, 2026

A Breakthrough Year for Enterprise AI, and Why Trust Matters More Than Ever

In 2025, something remarkable happened in the world of enterprise AI: many organizations went from simply experimenting with AI to entrusting it with a portion of their real business outcomes. The success of that shift from curiosity to operational reliance continues to hinge on the realization that AI capability without trust creates risk.

Trustwise

July 8, 2026

Trustwise Top 5 Reasons Agentic AI Can Be Unsafe Blog cover

July 7, 2026

Why Agentic AI Isn’t Always Safe And How Trustwise Fixes It at Runtime

Agentic AI isn’t on the horizon; it’s already inside enterprise systems, making autonomous decisions, triggering real-world actions, and interacting with sensitive data in real time.

Trustwise

July 7, 2026

Stay informed

Get our latest insights
and articles
in your inbox.

Field signal from the front lines of enterprise AI research,
perspectives, and product news from the team building runtime control.

Background Heroefooter