Enterprise
Workforce Mapping · Now
Upload a CSV of internal roles. KAR maps them to BLS occupations and projects exposure, augmentation and reskilling priorities at the selected horizon.
Upload workforce CSV
Required columns: role_title, headcount, department (optional: pay_band, location)
Human–AI collaboration · Now
≥50% crossover · May 2026
Tool-assisted20%
Co-pilot80%
Agent team0%
Supervised swarm0%
Agent-executed financial transactions
Now40%
of finance $-volume agents can run unattended
Trust ceiling now: Read-only insights · cap $0
AI literacy enforcement
Now42
/100 enforcement maturity
Active stage: DOL AI Literacy Framework
39.1M workers in scope · DOL ETA framework Feb 2026