The Prototype Mindset episode artwork

EPISODE · Sep 30, 2025 · 45 MIN

The Prototype Mindset

from AI: Accounting Intelligence · host Isaac Heller

Inna Kogan shares her journey from Big Four audit in Moscow to driving finance transformation at Amazon, revealing how she built BI tools that revolutionized complex M&A modeling and now experiments with AI for contract reviews and business insights. She discusses the cultural shifts between Russian and British finance practices, the importance of in-person networking for career growth, and why starting small with everyday problems is the key to scaling innovation in large organizations. Inna also explores how accountants can leverage AI to move beyond compliance work and provide deeper business intelligence across entire organizations.(00:00) - Welcome to Accounting Intelligence (03:05) - Inna's Career Journey (04:56) - Transition to Amazon and Embracing Automation (09:30) - The Importance of Networking and In-Person Interactions (18:20) - Cultural Differences in Finance (21:53) - Building a BI Modeling Tool (24:53) - Leveraging Internal Tools for Innovation (25:42) - Transitioning from BI to AI (26:11) - Early Experiences with AI in Accounting (27:05) - AI's Rapid Development and Adoption (29:22) - Challenges and Successes in AI Implementation (36:55) - Experimenting with AI in Daily Work (38:53) - Encouraging Innovation and Experimentation (41:10) - Sharing Knowledge and Experiences (44:04) - Final Thoughts and Encouragement Connect with Inna Koganhttps://uk.linkedin.com/in/inna-k-759b5073Learn more about Trullionhttps://trullion.comConnect with Isaac Hellerhttps://www.linkedin.com/in/isaachellerGet NASBA Approved CPE or IRS Approved CELaunch the course on Earmark to get free CPE/CE for listening to this episode.ReviewLeave a review on Apple Podcasts or PodchaserSubscribeSubscribe to the AI: Accounting Intelligence podcast in your favorite podcast app!This podcast is a production of the Earmark Media

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The Prototype Mindset

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This episode is 45 minutes long.

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This episode was published on September 30, 2025.

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Inna Kogan shares her journey from Big Four audit in Moscow to driving finance transformation at Amazon, revealing how she built BI tools that revolutionized complex M&A modeling and now experiments with AI for contract reviews and business...

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