Your AI Is Making Decisions Your Company Can't Defend with Maribel Lopez

Your company has an AI governance committee. Great. But when an AI agent makes a decision that harms your business, who actually has the authority to shut it down?

And here's a bigger question: Would you even know it made the wrong decision?

In this episode of ClearTech Loop, host Jo Peterson sits down with Maribel Lopez, Founder and Principal Analyst at Lopez Research, to examine the uncomfortable reality behind enterprise AI adoption.

Organizations are moving quickly to deploy AI, but many haven't established clear accountability, reliable data practices, or meaningful ways to measure whether their investments are actually improving the business.

Maribel challenges the assumption that forming a governance committee solves the problem. She explains why AI can make technically logical decisions that are completely wrong for the business, and why governance becomes even more critical as AI agents move from recommending actions to taking them.

In This Episode

• Who's actually in charge? Why AI governance committees can fail without someone empowered to intervene.
• When AI goes rogue: Why human oversight, permissioning, and rollback capabilities matter.
• The productivity trap: Why making someone's job 30% faster doesn't necessarily create business value.
• The business context problem: How AI can use accurate data and still make a disastrous decision.
• Data you can't trust: Why disconnected systems and conflicting information undermine AI outcomes.
• Decisions you can't explain: What happens when organizations must justify an AI-driven decision.
• The executive responsibility: Why AI governance extends beyond IT and security.

The question isn't whether AI can make decisions. It's whether your organization can stand behind them.

About Our Guest

Maribel Lopez is the Founder and Principal Analyst at Lopez Research and an enterprise AI analyst who advises organizations on emerging technologies, AI adoption, and business transformation.

Website: https://lopezresearch.com/

About Our Host

Jo Peterson is the CIO of Clarify360 and Chief Analyst at ClearTech Research. Through ClearTech Loop, she explores the technology trends, risks, and decisions shaping enterprise leadership.

Worth Reading + Watching

• AI Has a Business Context Problem | Maribel Lopez Why accurate data alone isn't enough for AI-driven business decisions. https://lopezresearch.com/2026/05/06/ai-has-a-business-context-problem/
• The Hard Part of Agentic AI Isn't Building the Agent. It's the Space Between Your Tools | Maribel Lopez The challenges of connecting AI systems while maintaining context, security, and governance. https://lopezresearch.com/2026/08/02/the-hard-part-of-agentic-ai-isnt-building-the-agent-its-the-space-between-your-tools/
• AI Agents Are Already Working for You. Do You Know Who They Are? | ClearTech Loop with Michael Krigsman A related conversation about visibility, ownership, and securing an AI workforce. https://cleartechresearch.com/ai-agent-security-michael-krigsman/

Stay in the Loop

For more conversations challenging the assumptions behind enterprise AI, cybersecurity, and emerging technology, follow ClearTech Loop.

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