Expert Insights in the Age of AI

Expert Insights in the Age of AI

Written by

IBISWorld

IBISWorld
Industry research you can trust Published 14 May 2026 Read time: 2

Published on

14 May 2026

Read time

2 minutes

In a world flooded with AI-generated data, the most valuable thing an organization can have isn’t more data; it’s data it can actually trust. That’s the question at the heart of IBISWorld’s first-ever nationally televised feature, airing on All Access with Andy Garcia across 170 public television stations nationwide, including Fox Business Network.

The segment explores how leading organizations are navigating the tension between AI’s speed and the human expertise required to make its outputs trustworthy and why that tension is exactly where IBISWorld’s value sits.

Watch the full video below.

Human expertise at the center of AI

AI is reshaping how organizations access and use information, but the volume of data it produces creates its own challenge. More data doesn’t automatically mean better decisions. What matters is whether that data has been validated, contextualized, and structured by people who truly understand what it means, not just what it says.

The output of any model is limited to the data it’s been trained on. That’s a fundamental constraint of large language models, which is why the input into those models has to be verified by humans—validated, contextualized, and structured so it can be trusted and used at scale.

Meet the speakers

  • Carmen McKinney, Chief Commercial and Product Officer, IBISWorld
  • Kevin Ryan, Global Head of GTM, IBISWorld
  • Darran Wee, Senior Vice President, Citizens Financial Group
  • Kim Kashon, COO, Underwriting and Portfolio Management, Citizens Financial Group

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