Labor Market Tightness Score →

A compensation-planning agent monitors ADW-311 monthly and, when the score crosses above 70 on a rising trend (current: 43.1, 74th percentile, up 288% over its backtest life), it automatically flags open requisitions in high-competition skill clusters for a 5–10% salary-band uplift and routes an alert to the CHRO with the top_drivers field detailing whether the tightness is driven by opening-side surge or unemployment-side collapse. The IOM's source_lineage (JOLTS + CPS, BLS keyless) and methodology_version let the agent log a compliant audit trail—critical for pay-equity reviews and board-level compensation committee filings.

A CFO preparing a three-year workforce-cost forecast uses ADW-311 to benchmark wage-pressure assumptions against the actual openings-to-unemployed ratio, which has historically ranged from 0 (2020 trough) to 100 (2022 peak) on a 0.30–2.00 floor/ceiling normalization. Rather than relying on lagged BLS summaries that arrive weeks after close, the monthly refreshed IOM lets the finance team see tightness trending in real time and stress-test labor-line scenarios before board presentations—replacing a manual download-and-Excel process that previously took two analysts a full day each quarter.