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All issuesVolume 325, Issue 5IT NewsAI

Governing AI Agents With Witnessai

techstrong.ai, Friday, May 2nd, 2025

In this Techstrong AI video, Trevor Welsh, vice president of products for WitnessAI, dives into what will be required to deploy, manage and govern artificial intelligence (AI) agents.

In this interview, Trevor Welsh, VP of Products at WitnessAI, discusses how enterprises are moving from early enthusiasm about generative AI into the more complex realities of implementation. While initial adoption was driven by excitement around tools like ChatGPT, organizations are now confronting challenges around model accuracy, hallucinations, ethical development, and predictability.

Welsh emphasizes the importance of structured AI systems-comparing ideal models to well-trained Marines who can think creatively while delivering predictable outcomes-and points out that relying solely on general-purpose models often creates friction in business workflows that demand consistency.

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