CHRO workplace-AI governance guide
Govern employment decisions, worker-facing assistants, embedded workplace AI, and job redesign as one portfolio.
People strategy guides for responsible AI adoption
Guides for defining the job, evidence, control, pilot, implementation, and review before treating an AI capability as an operating result.
AI hiring-system evaluation guide
Test job relatedness, data, accessibility, decision influence, human review, audit, notice, and challenge.
Skills-intelligence review
Evaluate taxonomy ownership, inference, employee visibility, opportunity access, correction, and outcome measurement.
Employee AI notice and challenge playbook
Design notices, explanations, accommodation, correction, appeal, and escalation around the real workplace workflow.