Reasonable Intelligence
Karl Ivo SokolovLeadership essays and current commentary on business, AI, data, finance and leadership. Excellence, but within Reason.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 11 | Subscribers | Read | karlivo.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
The Book I Wish Existed When I Had to Justify a Data Platform to the Board
Now on Amazon: Finance-Grade Data & AI Products: The VANE Loop Framework for Value, Adoption, Navigation & Execution. (Kindle version live; hardcover late January; or get the PDF on vaneloop.com)
COSO in the Age of DataOps and Hallucinating Models (Part 2)
People roll their eyes when you mention COSO. It sounds like committee work. Five pillars, a cube, and memories of risk workshops and strategy offsites with good catering and not enough decisions.
Legacy Modernization and AI Adoption Are the Same Risk Management Issue (Part 1)
Every modernization management meeting has that moment when someone finally admits it: we don’t know enough about what our core system really does. Not in the PowerPoint version or the architecture diagram last updated in 2007. The actual p...
The Don't Look Up Moment: Notes from Vienna's Data & AI Executives Reality Check
Here’s the metamodern knot we’re all trying to untangle: you need to be both serious about engineering discipline and willing to vibe-code your way through uncertain problems across the entire company and all departments, ignoring Conway’s ...
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