Ramp's analysis of AI spending reveals significant changes in employment patterns as companies adopt AI technologies. Data from Revelio Labs indicates a correlation between increased AI investment and shifts in workforce dynamics.

Rapid AI displacement of human workers can reduce consumer demand, negatively impacting firms. Competitive pressures lead firms to continue automating, resulting in excessive worker displacement beyond optimal levels.