Building Intelligent Systems: An Inside Look at Multi-Agent AI

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AI Security Vanguard

Trustero

10 episodes

1 week ago

Brought to you by Trustero In a world of evolving threats, expanding frameworks, and growing pressure on security and compliance teams, real leadership matters. AI Security Vanguard is a podcast series featuring candid conversations with today’s top CISOs, security executives, and GRC innovators. We explore the decisions behind the headlines—from building resilient programs and navigating emerging tech like AI and quantum computing, to rethinking audit prep, vendor risk, and security culture. Each episode delivers sharp insights and honest perspectives from those leading the charge.

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Building Intelligent Systems: An Inside Look at Multi-Agent AI

AI Security Vanguard

31 minutes 35 seconds

2 months ago

Building Intelligent Systems: An Inside Look at Multi-Agent AI

Join us for the latest episode in our AI and security series as we sit down with David Marsyla, VP of Engineering at Trustero, who discusses the company's innovations in AI-driven multi-agent workflows. David provides insights into the development and functionality of Trustero new multi-agent agency framework, policy design assessment tools, and the complexities of harnessing AI for Governance, Risk, and Compliance (GRC). He delves into the architecture behind Trustero's solutions, focusing on the integration with AWS, development practices, and the strategic use of AI to streamline processes. Discover how Trustero is leveraging AI to enhance security, compliance, and operational efficiency for their clients.00:00 Introduction and Guest Introduction00:40 Understanding Agentic AI02:17 Multi-Agent Workflows Explained04:05 Benefits of Multi-Agent Systems06:08 Developing and Iterating Agents09:14 Technical Architecture Overview10:16 Data Management and Indexing14:48 Development Practices and Security17:10 AI-Driven Data Modeling and Analysis17:25 AWS Receptor and Evidence Collection18:12 Open SDK and Custom Integrations19:02 AI Team and Development Process19:53 Backend Technologies and Databases20:29 Automated Release and Testing Processes21:23 Security and Vulnerability Management24:28 Customer Onboarding and Environment Setup27:55 AI in Development and Future Plans29:11 Challenges and Best Practices with AI31:19 Conclusion and Final Thoughts