# Why Financial AI Can't Scale Without Unified Governance with James Dean of Google and Mark Crean of Securiti

Page: https://stenobird.com/podcast/the-ai-in-business-podcast-168928/why-financial-ai-can-t-scale-without-unified-governance-with-james-dean-of-google-and-mark-crean-of-securiti
Text version: https://stenobird.com/podcast/the-ai-in-business-podcast-168928/why-financial-ai-can-t-scale-without-unified-governance-with-james-dean-of-google-and-mark-crean-of-securiti.md
Podcast: [The AI in Business Podcast](https://stenobird.com/podcast/the-ai-in-business-podcast-168928)
Published: 2026-03-18T14:00:00+00:00
Episode link: https://podcast.emerj.com/why-financial-ai-cant-scale-without-unified-governance-with-james-dean-of-google-and-mark-crean-of-securiti
Audio file: https://traffic.libsyn.com/secure/techemergence/Business_-_03.18.26_-_James_Dean__Mark_Crean.mp3?dest-id=151434
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Duration seconds: 2121

## Resource

Financial institutions are finding that the primary bottleneck to AI adoption isn't the technology itself, but the inability to govern sensitive data with the precision required for enterprise-scale deployment. In this episode, Mark Crean, Regional Vice President of Sales from Securiti AI and James Dean, AI Specialist at Google Cloud, breaks down how fragmented data and access risks keep high-value use cases trapped in the pilot phase. They outline the shift toward disciplined data classification and the cross-team alignment necessary to transition AI into regulated, revenue-critical workflows. The conversation highlights why remediation and traceability have become the ultimate benchmarks for safety and ROI in the sector. This episode is sponsored by Securiti AI. Learn how brands work with Emerj and other Emerj Media options at go.emerj.com/partner . Want to share your AI adoption story with executive peers? Click go.emerj.com/expert for more information and to be a potential future guest on the 'AI in Business' podcast!

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