Research, analysis, and commentary on workforce intelligence, AI adoption, and human capital strategy from the Levos AI team.
From Experimentation to Scale: The Four Operational Shifts AI Programs Need to Make
Most organizations are stuck running AI experiments without the cross-functional measurement to know which ones are ready to scale. Here are the four operational shifts required to graduate AI from pilot to production.
Counting Agents Is Not a Strategy: How CFOs Should Actually Measure AI Investment
Mid-market CFOs are being asked to justify AI spend. Agent counts do not answer the question. Here is the four-number framework that does, with the math a CFO can put on a board slide.
The 42% Problem: Why Half of AI Initiatives Stall at the ROI Wall
PwC reports 42% of companies are stuck on AI ROI. The problem is not access to AI. The problem is measurement. Here is what breaking through actually requires.
