Presentation
Exploring AI-Driven Systems, Data Taxonomy, and Modernization in Mainframe Operations
DescriptionBy exploring the integration of agentic AI-driven systems with an emphasis on the taxonomy of mainframe telemetry, we can define data’s critical role in enabling effective AI-driven solutions. By dissecting and combining the categorization of mainframe data sources including system logs, telemetry streams, configuration databases, security audit trails, and transactional records, advanced AI Capabilities can be built. Agentic AI agents leverage this rich data ecosystem to interpret context, identify patterns, and orchestrate complex workflows to move beyond traditional script-based automation toward adaptive, intelligent service delivery.
Understanding the taxonomy of data is essential for AI-driven systems because it allows agents to access, correlate, and analyze relevant information, leading to improved reliability, scalability, and proactive management. This structured approach to data empowers AI agents to codify organizational expertise, bridge skill gaps, and accelerate decision-making, all while maintaining governance through explicit policies and human oversight. Fusion of comprehensive data taxonomy and agentic AI is a transformative strategy for achieving resilient, data-driven mainframe operations.
Understanding the taxonomy of data is essential for AI-driven systems because it allows agents to access, correlate, and analyze relevant information, leading to improved reliability, scalability, and proactive management. This structured approach to data empowers AI agents to codify organizational expertise, bridge skill gaps, and accelerate decision-making, all while maintaining governance through explicit policies and human oversight. Fusion of comprehensive data taxonomy and agentic AI is a transformative strategy for achieving resilient, data-driven mainframe operations.
Contributors
Distinguished Engineer, Master Inventor FCBS
Principal Architect, Master Inventor
Event Type
Technical Session
TimeTuesday, February 248:00am - 9:00am EST
LocationSalon 22
Machine Learning/AI
Operations Management
Security and Compliance
Systems Management and Automation
New and Innovative Technologies
Best Practices Session
All Audiences