Research, analysis, and commentary on workforce intelligence, AI adoption, and human capital strategy from the Levos AI team.
Complete IT Visibility Fell to 36%. The Software Stack Is Changing Shape From Both Ends.
Business units now control 81% of SaaS spend and 32% of firms have declined to buy software they can build. The inventory tracks neither decision.
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.
How to measure AI workforce ROI without the vendor self-grading problem
No vendor can grade its own AI. Here is how to measure AI workforce ROI with controlled cohort analysis and confidence scoring that a CFO can defend today.
