How Is AI Changing IT Operations? Building Production-Ready AI Agents with Alex Zinovy

How is AI changing IT operations, and what does it take to move AI agents from impressive demos to production-ready systems?

In this episode of Agents of IT, Resolve’s Zack Austin sits down with Alex Cinovoj, Founder and CTO of TechTide AI, to explore what enterprise AI looks like when it has to work in the real world.

Alex brings years of hands-on IT, infrastructure, DevOps, and AI engineering experience to a conversation about the shift from experimenting with AI to building trustworthy systems that deliver measurable outcomes.

They discuss why trust, observability, governance, permissions, human approvals, and orchestration matter when deploying AI agents. They also explore how AI is changing the role of IT professionals from application specialists into managers of workflows, agents, access, data, and an emerging digital workforce.

You’ll learn:

• How AI is changing day-to-day IT operations
• Why production-ready AI requires more than a great demo
• How AI expands what IT professionals can accomplish
• Why documentation is an overlooked AI use case
• How IT teams will govern agents and digital workforces
• A five-step approach for getting started with AI in IT
• Where AI can have the biggest impact on IT operations today
• How AI improves alert and ticket triage, investigations, knowledge retrieval, change management, and access reviews
• Why orchestration across existing tools, APIs, scripts, ticketing systems, legacy technology, and AI models is critical
• How IT teams can measure AI based on business outcomes instead of activity

For IT leaders, engineers, service desk teams, and operations professionals, this conversation offers a practical look at building AI systems that are observable, governed, measurable, and ready for enterprise execution.

CHAPTERS

00:00 Introduction to Alex Cinovoj

02:08 Alex’s journey from IT support to AI engineering

05:48 Why production AI needs “logs over vibes”

09:41 How AI is changing day-to-day IT work

13:07 AI augmentation and the one-person department

17:01 The unexpected AI opportunity: better documentation

20:09 How AI will change IT roles and responsibilities

21:28 Governing agents and the digital workforce

25:28 A five-step framework for getting started with AI

30:41 Where AI delivers the most value in IT operations

31:04 AI for alert and ticket triage

31:23 AI-assisted investigation and diagnostics

31:49 Knowledge retrieval across IT systems

32:39 AI for change management

33:33 AI for access reviews and cybersecurity

34:45 Getting to resolution faster

36:03 Why orchestration is the bigger AI opportunity

37:22 Integrating AI with legacy and modern IT stacks

38:55 Closing thoughts

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