The CFO's Guide to Workforce ROI
Workforce is the largest line on the P&L and the least measured. A CFO's guide to building a defensible workforce ROI number, from cost to demonstrated output.
September 2, 2026 8 min read
CFO Insights ROI
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The Latest from the Levos team. your tech stack is missing.
Research, analysis, and commentary on workforce intelligence, AI adoption, and human capital strategy from the Levos AI team.
CFO 12 posts
Zero of 150 Leaders Achieved AI Cost Reduction. Here Is Why.
A study of 150 leaders found no organization achieved AI cost reduction. Two-thirds said costs rose. Only 43 percent could say where AI was being used.
August 18, 2026 7 min read
CFO Insights AI Strategy
AI ROI Benchmarks 2026: What the Headline Numbers Actually Measure
The 2026 AI ROI benchmarks range from 11 to 21 percent. Here is what each number is built from, and why most of them are expectations, not measurements.
August 9, 2026 7 min read
AI Impact CFO Insights
The AI ROI Gap: What the Companies Getting Value Do Differently
PwC finds 20 percent of companies capture 74 percent of AI's value. The dividing line is not more tools. It is measuring what AI actually changes at work
July 31, 2026 8 min read
CFO Insights
Why AI ROI Studies Contradict Each Other, and Which One Your CFO Should Believe
Deloitte says most AI initiatives are meeting ROI expectations. MIT found 95 percent of pilots showed no P&L impact. Same year, same firms, opposite answers.
July 20, 2026 7 min read
CFO Insights Research
The AI Proof Gap
78 percent of executives could not pass an independent AI governance audit in 90 days. The problem is not policy. It is numbers no one can stand behind.
June 15, 2026 7 min read
AI Governance CFO Insights AI Strategy