Entropy vs. Extropy: 
Why Digital Transformations Fail episode artwork

EPISODE · Feb 25, 2026 · 16 MIN

Entropy vs. Extropy: Why Digital Transformations Fail

from Extropy on AIR: Finance Transformation, AP Automation & AI in Finance · host Extropy Advisors

Most digital transformations do not fail because the technology is wrong. They fail because entropy wins.In this episode of Extropy On Air, Kevin Zirkle and Mike Jasper explore the concept of entropy as the slow drift toward disorder inside growing organizations. They unpack why traditional transformation language, like automation, optimization, and modernization, often misses the deeper structural problem.From system fragmentation and dashboard illusion to AI amplifying weak architecture, this conversation reframes transformation as intentional system design rather than tool deployment.You will learn:• What entropy really means in a business context• Why scale often increases complexity faster than capability• How AI magnifies existing structural weaknesses• What “coherence velocity” means for leadership• Practical steps CFOs and transformation leaders can take tomorrowTransformation is not a project milestone. It is the continuous application of energy to maintain coherence.If you lead finance, operations, or enterprise systems, this episode is for you.

Most digital transformations do not fail because the technology is wrong. They fail because entropy wins.In this episode of Extropy On Air, Kevin Zirkle and Mike Jasper explore the concept of entropy as the slow drift toward disorder inside growing organizations. They unpack why traditional transformation language, like automation, optimization, and modernization, often misses the deeper structural problem.From system fragmentation and dashboard illusion to AI amplifying weak architecture, this conversation reframes transformation as intentional system design rather than tool deployment.You will learn:• What entropy really means in a business context• Why scale often increases complexity faster than capability• How AI magnifies existing structural weaknesses• What “coherence velocity” means for leadership• Practical steps CFOs and transformation leaders can take tomorrowTransformation is not a project milestone. It is the continuous application of energy to maintain coherence.If you lead finance, operations, or enterprise systems, this episode is for you.

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This episode is 16 minutes long.

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This episode was published on February 25, 2026.

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Most digital transformations do not fail because the technology is wrong. They fail because entropy wins.In this episode of Extropy On Air, Kevin Zirkle and Mike Jasper explore the concept of entropy as the slow drift toward disorder inside growing...

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