Ad hoc curriculum
AI modules get bolted onto an existing program without a competency framework behind them, so nobody can say what a graduate should actually be able to do.
Build AI capability into the career ladder, not just the calendar.
A single workshop teaches a skill for a quarter. A structured apprenticeship program builds it into how a role is defined, credentialed, and supervised, for as long as the role exists. Skowak designs the AI instructional and competency components of these programs for enterprise and government organizations, employers, and apprenticeship sponsors.
Program design engagement · enterprise, government & workforce partners
Structured workforce-development and registered-apprenticeship models are a proven mechanism for building capability at scale, they predate AI by decades and already have the credentialing, funding, and employer-partnership machinery in place. What most organizations don't have is the AI-specific instructional content to put inside that machinery: what counts as Related Technical Instruction for an AI-adjacent role, what a competency framework should actually test, and who's qualified to mentor someone learning to work alongside AI systems.
That's the gap Skowak fills. Not running your apprenticeship program, designing the AI component that goes inside it, so an existing or new program can credibly claim it builds real AI capability, not just AI awareness.
Why AI content inside apprenticeship programs usually falls short.
No defined bar per role
"AI literacy" gets treated as one undifferentiated skill, when what a supervised analyst needs and what a mentor needs to certify are entirely different competencies.
Mentors aren't prepared to mentor this
The people responsible for supervising apprentices working alongside AI systems were never trained on what good AI-assisted work actually looks like.
The AI component of the program.
- AI Related Technical Instruction (RTI), structured AI curriculum designed to complement work-based learning and satisfy program instructional requirements
- AI competency frameworks, role-specific definitions of what a worker should understand, perform, evaluate, and supervise using AI, so progression is measurable rather than assumed
- Curriculum development, modular programs combining foundational AI literacy with applied, occupation-specific skills, sequenced against the apprenticeship's existing structure
- Mentor & manager training, preparing the people responsible for supervising workers operating alongside AI systems to actually evaluate that work, not just sign off on it
- Work-based AI projects, applied assignments and capstones built around real organizational workflows instead of generic exercises
- Assessment & evaluation, measuring not simply whether someone completed the instruction, but whether they can use AI effectively, responsibly, and independently in their role
Program models.
AI Workforce Assessment
Identify where AI changes the work inside specific roles and establish priorities for what the apprenticeship program's AI component should cover first.
AI Apprenticeship & RTI Development
Design the full AI instructional and competency component of a structured apprenticeship or workforce-development program, from curriculum through assessment.
Mentor & Supervisor Certification
A focused engagement for organizations that already have RTI and curriculum in place but need supervisors prepared to evaluate AI-assisted work.
What the program produces.
A defensible competency bar
A framework that can tell a funder, accreditor, or employer partner exactly what a graduate can do, not just what they sat through.
Mentors who can actually evaluate the work
Supervisors leave able to assess AI-assisted output, not just confirm a checklist was followed.
A program that outlives the pilot cohort
Curriculum and assessment built to run again next year without Skowak in the room, the same ownership-transfer standard as every other Skowak engagement.
Who this is for.
Good fit
- You run or sponsor a registered apprenticeship or structured workforce-development program and need an AI component built into it
- You're an enterprise or government organization scaling AI capability across many roles, not upskilling a single team
- You need instructional content that satisfies real program, funding, or accreditation requirements, not a generic workshop
- You need mentors and supervisors prepared to evaluate AI-assisted work, not just AI-aware employees
Not a fit
- You want a single leadership session, that's Executive AI Fluency
- You want hands-on practice for an existing engineering team, that's Builder AI Fluency
- You don't have or want a structured, credentialed program, just informal upskilling
More questions?
Questions about scope, format, or how this fits alongside the other AI Fluency programs live on the Services overview.
Which program are you building AI into?
Whether you're standing up a new apprenticeship track or adding an AI component to one that already runs, start with a conversation about what the program needs to prove.