AI Agents Fixing Your IT Before You Even Know Something Broke | Erhan Giral & Ryan Manning, BMC Helix
Eye On A.I.
1 DAYS AGO
AI Agents Fixing Your IT Before You Even Know Something Broke | Erhan Giral & Ryan Manning, BMC Helix
AI Agents Fixing Your IT Before You Even Know Something Broke | Erhan Giral & Ryan Manning, BMC Helix

Eye On A.I.
1 DAYS AGO
In this episode, Craig Smith speaks with Erhan Giral and Ryan Manning from BMC Helix about how agentic AI is reshaping IT service management. They discuss moving beyond traditional ticketing systems toward automated, self-healing operations, and explore the architecture and real-world impact of AI agents that can detect, diagnose, and fix IT issues autonomously.
BMC Helix is pioneering an AI-first approach to IT service management, where agents trained in synthetic environments autonomously handle anomaly detection, root cause analysis, and remediation. The system uses a hierarchy of specialized sub-agents that pass hypotheses between each other, fine-tuned with enterprise-specific data to reason like a company's best engineers. This architecture supports flexible deployments, including air-gapped setups, and has delivered measurable cost reductions of 25-50% for customers. The conversation also covers the shift in IT operations toward building synthetic 'gyms' for continuous agent training, the importance of empirical testing with models like Qwen and Gemini 4, and the broader impact on IT staff, who are freed from repetitive firefighting to focus on higher-value work, ultimately creating 'digital capacity' that benefits organizations and society.
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AI is moving from learning through descriptions to gaining first-person experience
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We guide reasoning toward economical, low-risk solutions.
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AI creates digital capacity that organizations can reinvest.
