Carolina Vier
Notes · AI · Product · Transformation

Where AI actually breaks — with the data.

An executive series for leaders navigating AI and digital transformation. No hype, no invented numbers — every claim anchored in verified research from Gartner, McKinsey, the World Economic Forum, MIT, IBM and Stanford HAI.

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The series

Selected pieces

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$547B Spent on AI. 80% Generated Zero Results.

$547B Spent on AI. 80% of It Generated Zero Measurable Results.

AI Transformation · Enterprise · C-Suite
 Every $1 in UX Returns $100.

Every $1 in UX Returns $100. So Why Are 70% of Platforms Failing?

UX ROI · Enterprise SaaS · Product Leaders
 The Dirty Secret Tearing Companies Apart

The Dirty Secret Behind 54% of AI Transformations Tearing Companies Apart

AI Culture · Org Design · Decision Intelligence
 $3.4 Trillion Spent. Only 35% Will Work.

Digital Transformation Spends $3.4 Trillion. Only 35% Will Work.

Digital Transformation · Strategy · Adoption
 91% Use CRM. Half Hate It.

91% of Companies Use CRM. Half of Their Users Hate It.

CRM · Salesforce · Enterprise UX · Adoption
 The Job Title That Doesn't Exist Yet

The Job Title That Doesn't Exist Yet — And Why It'll Be the Most Critical Hire

Future of Leadership · AI + UX · Vision
Latest

New in the series

Recent pieces, each built on a single verified statistic and a clear point of view.

Human-in-the-Loop
700 agents replaced. Then quietly rehired.
Klarna · Gartner · IBM
Decision Intelligence
Dashboard-rich, decision-poor.
Gartner · Decision Intelligence
Shadow AI
90% already use AI. 40% authorized it.
MIT · McKinsey
Feature Bloat
200 features. Users need 12.
Pendo · Standish Group
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