Understanding how AI is reshaping the American workforce
A plain-English framework — The Five Workforces — for how human employees and AI agents are starting to share work, and what that shift means for the people your office serves. Independent, non-partisan, practitioner-informed. Get the framework (free) → Request a briefing or SME →
What is changing
Across industries, employers are moving from experimenting with AI tools to redesigning how work gets done — assigning tasks to AI agents, keeping humans in the loop for judgment, and reshaping roles. These shifts affect hiring, skills, wages, and job quality for constituents in every district. The pace and specifics vary widely by employer, which makes a shared vocabulary useful for oversight, constituent services, and policy analysis.
The framework: The Five Workforces
A neutral map of how organizations blend people and AI agents, from lightest to deepest integration:
1The Free-for-All — ungoverned, experimental AI use 2The Augmented — people plus AI assistants 3The Delegators — handing whole tasks to agents, with human review 4The Orchestrated — humans directing teams of agents in a governed workflow 5The Autonomous — agents running end-to-end work, with human oversight and judgment
A companion framework, B.R.I.D.G.E., describes how organizations evaluate and adopt new technology — useful context for why adoption is uneven across employers.
Common terms, in plain English
- AI agent
- software that can carry out multi-step tasks toward a goal with limited human input, beyond a chatbot that only answers questions.
- Agentic workflow
- a work process where one or more AI agents handle steps while humans set goals and review results.
- Human-in-the-loop
- a design where a person reviews, approves, or can override an AI system’s output before it takes effect.
- Automation vs. augmentation
- automation replaces a task; augmentation helps a worker do a task better or faster.
- Reskilling / upskilling
- helping workers learn new skills to move into changed or new roles.
- Workforce planning
- how employers forecast the people, skills, and roles they will need.
- Displacement
- when a role or task is reduced or eliminated by technology or restructuring.
- Job quality
- pay, stability, safety, autonomy, and advancement associated with a job.
- HR technology (HR tech)
- software employers use to hire, pay, manage, and develop workers.
- Shelfware
- technology an organization bought but does not actually use.
Get the framework (free for public offices)
Tell us your office and we’ll send the plain-English framework — the definitions, the five levels, and questions your office can ask employers. Provided free for informational use.
A 15-minute virtual coffee
Want to talk through what this means for your district or committee? Grab a short, non-partisan conversation — informational, no pitch.
Testimony & invited SME
Joey is available to testify at a hearing, brief staff, or serve as an invited subject-matter expert on AI and the workforce, HR technology, and the future of work — in a neutral, informational capacity.
Hear how Joey explains this to an audience
His TEDxJefferson talk — a sense of how he makes people-and-technology shifts clear for a general audience.
Frequently asked questions
How are AI agents changing the makeup of the workforce?
Employers are beginning to assign tasks to AI agents and redesign roles around human judgment. The Five Workforces framework describes the range, from AI as an assistant to largely autonomous agents with human oversight.
What is a simple framework for understanding humans and AI working together?
The Five Workforces framework sorts human-AI collaboration into five levels of integration, giving offices a shared, non-technical vocabulary.
How does AI in the workplace affect everyday workers and constituents?
Effects vary by employer and role, spanning hiring, skills, wages, and job quality. A shared framework helps offices ask employers precise questions and interpret local impacts.
What should a policymaker understand about the future of work?
That adoption is uneven, that AI at work spans a spectrum rather than on/off, and that the human-oversight design choices employers make matter as much as the technology itself.
Who can brief a legislative office or testify on AI and the workforce?
Joey Price, an independent HR practitioner, HR-technology analyst, and author, is available to brief staff, testify at a hearing, or serve as an invited subject-matter expert.