Home / Viking Viewpoints
Viking Viewpoints
Practical guidance on workforce policy, funding, data, and AI for boards, nonprofits, and public agencies.
Latest · AI in the Workforce System
Before You Let AI Near Your Case Files: Five Questions for Workforce Programs
Five governance questions workforce programs should answer before AI touches participant records, eligibility decisions, or case notes. May 12, 2026
Funding Decoded
Grants, fund development, and the rules behind workforce money.
Proof of Impact
Measures, evaluation, and data that funders and boards trust.
- From Paperwork to Performance: Four Ways to make WIOA work
- Using Data and Evaluation to Strengthen Resilience, Navigate Change, and Build Power
- From Stuck to Soaring: Four challenges that impede sustainable impact
Boards That Lead
Strategy, planning, and governance for workforce boards and their partners.
AI in the Workforce System
Using AI in workforce and human services, with people in charge.
Talent That Works
Employer partnerships, sector strategies, and apprenticeship that lead to good jobs.