Compensation & Reward Insights

Frontline turnover is an architecture problem, not a wage problem — BCG’s 2024 data shows 70-80% of the global workforce is deskless, yet priced on flat spot rates with zero range spread while office roles get 8-10 graded pay bands. This piece breaks down why frontline job architecture mathematically blocks career progression, what The Josh Bersin Company’s frontline workforce research reveals about Know-How factor variance, and how a three-step sub-grading fix works inside existing Gulf contract cost envelopes.

AI is exposing gaps in job architecture, not making it obsolete — ILO’s 2025 global study found only 3.3% of employment falls in the highest generative AI exposure category, yet occupational exposure scores vary 3.6-fold across AI models per NBER research. This piece breaks down why AI-exposure scores can’t determine grading decisions, introduces the AI Role-Value Review’s five-area framework, and explains when applied AI capability justifies regrading versus recognition alone.