The New Risk Standard: Ownership, Agility, and the End of Black-Box Monitoring

• Evaluate whether a legacy setup is actually creating hidden risk and operational drag
• Build confidence in a more flexible platform through staged adoption
• Use a baseline rule library + AI-driven optimization to reduce false positives safely
• Put governance around tuning: documentation, testing, QA/QC, training, and explainability
• Avoid overfitting and ensure the team’s dispositions are reliable inputs for optimization

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Attendees will leave with a clear roadmap for upgrading systems and processes while empowering their teams to own outcomes, not just manage alerts.

Many financial institutions and fintechs know their legacy monitoring tools aren’t keeping up—false positives are high, agility is low, and change requests feel slow and opaque. Yet switching to a more flexible platform can feel intimidating, especially when it requires greater program ownership, deeper rule logic, and more hands-on tuning.

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In this webinar, Unit21 and Stout unpack how risk and compliance teams can move off legacy tooling with confidence—without risking disruption, compliance gaps, or “boil the ocean” program rebuilds. 

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We’ll share a practical approach to modernization that combines out-of-the-box foundations, data-driven recommendations (including AI-assisted rule optimization for false-positive reduction), and expert advisory guidance to help organizations progressively take control of their monitoring strategy.