Real-World Deployment Shift, Governance and AI Investment Pressures a Focus at RSAC
Artificial intelligence dominated Day 1 of RSAC 2026, as security leaders shifted from experimentation to the hard realities of deploying and scaling AI in real-time production settings where routine threats evade machine oversight.
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ISMG’s Matthew Schwartz, executive editor of DataBreachToday and Europe, joined by Michael Novinson, executive editor of business, highlighted a growing emphasis on operationalizing AI, with conversations moving beyond hype to focus on knowledge graphs, context layers and how organizations can extract measurable value from agents. Rather than treating AI as plug-and-play software, enterprises are recognizing the need for training, governance and integration to make these systems effective at scale.
“People are treating AI like it’s another piece of software that you could essentially buy from a marketplace, plug it in and obtain value, and not realizing that agents, like new human employees, need training, they need context, they need to understand the needs and the requirements of the organization,” Novinson said.
In this video interview with Information Security Media Group at RSAC Conference 2026, Schwartz and Novinson also discussed:
- The rise of AI agents and the need for context-rich architectures to operationalize them;
- Investor challenges in navigating a crowded AI security startup landscape;
- Emerging ethical frameworks such as “dignity by design” in AI application development.
The ISMG Editors’ Panel runs weekly, with special coverage live this week from RSAC Conference 2026.

