Workforce Intelligence
Continuously monitor emerging technologies, labor-market trends, and evolving skill requirements so regional leaders can invest based on real-time employer demand.
White Paper · 2026
Which Jobs Will AI Disrupt?
It is the wrong question.
Disruption is not arriving job by job. It is arriving system by system — across hiring, training, credentialing, and regional economies. The IWI Framework™ gives leaders a structural way to prepare.
About the White Paper
A new architecture for the Human-AI economy
We spend enormous energy asking which occupations AI will eliminate, automate, or disrupt. That question is too narrow. The more consequential question is whether our workforce infrastructure is ready to keep pace with the new skills, functions, and opportunities the AI Economy is creating.
The next century of work will be defined by the partnership between Humans and AI. This paper examines that transition and presents the Integrated Workforce Infrastructure Framework™ — a systems approach for modernizing regional talent architecture.
Drawing on practice across workforce boards, community colleges, employers, and economic development organizations, it offers a coherent architecture for talent strategy, employer engagement, and regional resilience.
The IWI Framework™
Integrated Workforce Infrastructure
01
Workforce Intelligence
Real-time labor-market insight
02
Workforce Coordination
Boards as regional conveners
03
Workforce Delivery
Modernized career & employer services
04
Workforce Learning & Opportunity
Colleges as talent engines
One coordinated regional talent ecosystem
Why This Matters
The future of work is not simply about AI replacing people. It is about how humans and AI will work together—and whether our workforce, education, talent, and economic systems can evolve quickly enough to support that transformation.
From “Man + Machine”
to “Humans + AI”
Previous technological revolutions changed how people worked and the tools they used.
Artificial intelligence is changing the relationship between people, technology, and work itself.
We need to modernize and better connect the extraordinary workforce infrastructure we already have—and align it with the realities of the AI Economy.
Framework Highlights
The four pillars of the IWI Framework™
A field-tested architecture that connects the workforce system's strongest assets into a coordinated regional talent ecosystem.
Workforce Coordination
Position Local Workforce Boards as regional conveners aligning employers, education, and economic development around shared workforce priorities.
Workforce Delivery
Modernize American Job Centers into proactive solution hubs — career navigation, customized employer services, apprenticeships, and work-based learning.
Workforce Learning & Opportunity
Position community colleges as the collaborative engine, translating employer demand into customized training, short-term credentials, and industry-aligned pathways.
Explore the Conversation
The Federal Investment
Understanding the billions already invested in our workforce infrastructure.
ExploreRepositioning the Public Workforce System
Why LWDBs and AJCs must lead the transition in the AI Economy.
ExploreModernizing & Connecting the Infrastructure
Building an integrated workforce ecosystem that works for people and employers.
ExploreData, Intelligence & System Alignment
Using labor market intelligence to drive real-time decisions and better outcomes.
ExploreEmployers, Industry & Economic Growth
Partnering with business to create opportunity at scale.
ExploreWorkers, Talent & the Human Advantage
Preparing people for the future of work in a Human-AI world.
ExploreWho Should Read This
Written for the leaders shaping the future of work
Workforce Development Boards
Regional conveners aligning talent strategy.
American Job Centers
Frontline access points for workers and employers.
Community Colleges
Anchors of regional talent and credentialing.
Economic Development Organizations
Architects of regional competitiveness.
Employers
Designers of work, roles, and career pathways.
State Workforce Agencies
Stewards of policy, funding, and systems.
Policymakers
Shapers of the rules that govern the future of work.
Workforce Professionals
Practitioners advancing the field.
About the Author
Emma Bush, Ed.D.
Workforce Strategist · Researcher · Executive Advisor
Dr. Bush is a workforce systems strategist specializing in regional talent ecosystems, workforce infrastructure, and Human-AI workforce transformation.
She has led registered apprenticeship initiatives, regional partnerships across employers and education, and large-scale transformation efforts inside workforce systems. Her current research focuses on the infrastructure regions need to compete in the next economy.
Through her writing, advisory work, and The Workforce Infrastructure Playbook™, she advances a systems approach to building durable, equitable, and resilient regional workforces.
Coming Early 2027
The Workforce Infrastructure Playbook™
The implementation companion to the IWI Framework™. It translates the Framework into practical tools, roadmaps, and templates that move regions and institutions from strategy to execution.
Request early access- Practical tools and templates
- Implementation roadmaps
- Governance and operating models
- Workforce assessments
- Regional planning resources
- Employer engagement frameworks
Contact
Inquiries and engagements
For workshops, speaking engagements, technical assistance, workforce transformation initiatives, or consulting inquiries.