Why AI Testing Is the Missing Link in Enterprise Governance

QuantPi's Shannon Kehoe explains how real-world AI implementation relies on effective testing to inform sound governance, and how to get it right - first time

QuantPi Unmasked Why AI Testing Is the Missing Link in Enterprise Governance - AI Today News
Artificial IntelligenceInsights

Published: April 8, 2025

Luke Williams

Watch on YouTube.

In this exclusive AI Today interview, host Luke Williams sits down with Shannon Kehoe, Head of Innovation at QuantPi, to explore the critical intersection of AI testing and governance.

As organizations race to implement AI solutions, Shannon reveals why testing is the non-negotiable foundation of successful AI deployment and how QuantPi’s platform is helping bridge the trust gap between technical teams and governance stakeholders.

Shannon Kehoe pulls back the curtain on what’s really happening in enterprise AI implementation, sharing insights from QuantPi’s work with both major tech players and ambitious startups.

This conversation explores how rigorous testing creates unexpected business value while preventing costly mistakes.

Key highlights:

  • Breaking the Trust Barrier: Discover how QuantPi addresses the fundamental trust gap between data scientists and governance teams that’s silently killing AI initiatives
  • Real-World Impact: Learn how Konux, a predictive maintenance company for railways, used QuantPi’s platform to solve edge cases competitors couldn’t touch, transforming unprofitable segments into revenue generators
  • The Future of AI: Shannon’s prediction about smaller but more powerful models and truly autonomous agents that will reshape industries within 3-5 years

Shannon delivers a powerful challenge to data scientists: “Either you deal with governance questions now and scale your solution, or you’ll find the problem has scaled when you deal with them later.” Her insider perspective offers rare practical wisdom for anyone working on AI implementation.

Next Steps

Ready to learn more about QuantPi’s testing solutions? Shannon mentions they have new dashboard features currently in beta testing. Contact QuantPi directly to request a demonstration of their latest summary dashboards that automatically identify model strengths and weaknesses.

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Some screenshots from the QuantPi platform

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