TL;DR: A strong corporate AI literacy program teaches people to direct, challenge, verify, and own AI-assisted work, then proves it worked by measuring that behavior before and after training. Choose a provider by what it measures. Puglisi Consulting lists no training delivery of its own; it reviews programs others run.
What should a corporate AI literacy program teach?
A corporate AI literacy program should teach the decisions people make with AI, including who owns the result. Federal guidance now gives employers a common starting list, and Basil C. Puglisi, MPA, adds the position in the decision chain that the list leaves open.
On February 13, 2026, the U.S. Department of Labor released an AI literacy framework that “outlines five foundational content areas and seven delivery principles for AI literacy,” presented as “a resource to guide program design and deployment.” A client alert from the law firm Parker Poe summarizes the five areas as understanding AI principles, exploring AI uses, directing AI effectively, evaluating AI outputs, and using AI responsibly, the last of which includes “recognizing that humans remain accountable for AI-assisted work.”
Basil’s measure of AI governance skill reads those same skills as positions in a checkpoint: “Read as literacy, the four are competencies at named positions in the checkpoint chain rather than abstract traits.” Collaborative Intelligence Quotient names “Management itself: directing the tool, bringing in sources, surfacing conflict, arbitrating, deciding.” The Ethical Alignment Index names responsible use, including “refusing to let the machine carry authority it should not.” Cognitive Agility Speed names fluency, and Adaptive Growth Rate names “getting better at management over time, turning failures into method.”
The difference matters for a training budget. A course can cover all five federal content areas and still never ask a learner to decide something and sign for it. A program built on the four dimensions has learners practice ownership of the output as a skill.
How do you know it worked?
A program worked when people behave differently with AI after it ends, and the only way to see that is to measure before, during, and after. Attendance, completion badges, and satisfaction surveys show only that training happened.
Basil’s proposed AI literacy and education programs set a measurement plan any corporate program could borrow. Learners are assessed “Before the program, at the end of each term, and upon completion,” with tool-removed checks for retention and transfer, and every AI-assisted decision recorded and signed in a checkpoint log. The tool-removed check is the one most corporate programs skip, and it is the one that shows whether skill stayed with the person.
The assessment those programs use is the Human Enhancement Quotient (HEQ), a behavior-anchored score of how a person directs, challenges, verifies, and owns AI-assisted work. An organization holding the score uses it “to develop the individual, to refine its own training, and to oversee its own governance.” The HEQ page states its limits plainly: HEQ is “a deployed, research-grounded instrument at diagnostic stage. It has not been validated on an independent cohort,” so it informs a training review without settling one.
The human question underneath all of this opens the book The Minds That Bend the Machine. Chapter 1, “The Infinite Question, What Do I Not Know?”, asks how a working person, not an engineer, comes to understand what AI means for work and governance, which is the learner every corporate program serves.
What should you ask a training provider?
Ask a provider what its learners do, what it measures, and who evaluates the results. Programs come from AI platform vendors, corporate learning libraries, universities and executive education, workforce development bodies, and specialist trainers, and the same questions apply to each. The answers separate a program that builds governance skill from one that builds familiarity with a tool.
One proposed design gives a useful checklist. Basil’s article on what education would look like with an AI literacy program describes a session sequence called the Checkpoint Session. In Human First, “the learner writes a position, a plan, or a prediction, along with the measure that would show it worked, before any AI responds.” The learner then directs, executes, challenges, and verifies, and “Own closes the checkpoint as accept, modify, or reject, with the rationale recorded and the learner’s signature.” These programs are proposed designs that have not yet run.
From that design come five questions for any vendor:
- Does a learner write a position before the AI responds?
- Does the program teach challenge as a skill, against a second source or system?
- Does it test with the tools removed?
- Does it record each decision with a named owner?
- Who judges whether the program worked?
On that last point the article holds itself to the standard it sets: the author “also designed the frameworks these programs apply, which creates a conflict of interest in judging whether they work. The evaluation therefore belongs to people who did not design them.”
Puglisi Consulting applies the same separation. Its AI Literacy and Workforce Review “measures the governance competence of staff who use AI and tests the training program,” and the firm lists no training delivery, so it never evaluates its own course. Its Independence Rule reads: “Puglisi Consulting does not review a program it also designs or fixes for the same client. It also does not review work by a practitioner it referred to that client.” Basil C. Puglisi, MPA, is the advisor on that review, which is one option among the many ways an organization can evaluate a program.
Questions Readers Ask
Is a prompting course enough for AI literacy?
A prompting course covers one skill, directing AI effectively, which is one of five content areas in the Labor Department framework. Literacy also includes evaluating outputs, using AI responsibly, and owning the result. A program that stops at better prompts leaves the decision, the part that carries accountability, untrained and unmeasured.
Does the Department of Labor framework require employers to train workers?
The Labor Department presents the framework as a resource to guide program design and deployment, and the Parker Poe alert notes that it doesn’t impose legal requirements. Employers can still use it as a reference list, and pairing it with a measure of governance skill shows whether the training changed behavior.
What is a Checkpoint Session?
A Checkpoint Session is a proposed six-step sequence for AI-assisted work: Human First, Direct, Execute, Challenge, Verify, and Own. The learner writes a position before the AI responds and closes the session by accepting, modifying, or rejecting the output with a recorded rationale and a signature, so ownership becomes a habit.
Should the company that trains our staff also measure the results?
Separating the trainer from the evaluator removes a built-in conflict, since a provider grading its own course has a reason to find success. Basil’s proposed programs state that evaluation belongs to people who did not design them, and the same logic applies to any corporate vendor and its own curriculum.
Does Puglisi Consulting run AI literacy training?
No, Puglisi Consulting lists no training delivery. Its AI Literacy and Workforce Review measures the governance competence of staff who use AI and tests the training program an organization already runs or plans to buy, which keeps the review independent of the program it examines.
Sources
Parker Poe. (2026, February 26). U.S. Department of Labor issues AI literacy framework: What employers should know. https://www.parkerpoe.com/news/2026/02/us-department-of-labor-issues-ai-literacy-framework
Puglisi, B. C. (2026, October 5). What would education look like with an AI literacy program based on proven methods? basilpuglisi.com. https://basilpuglisi.com/ai-education-methods/
Puglisi, B. C. (2026). The minds that bend the machine. https://basilpuglisi.com/minds-that-bend-the-machine/
Puglisi, B. C. (2026, October 5). AI literacy and education programs. basilpuglisi.com. https://basilpuglisi.com/ai-literacy-and-education-programs/
Puglisi, B. C. (2026, September 13). What is HEQ? AI literacy assessment for governing AI. basilpuglisi.com. https://basilpuglisi.com/heq-ais/
Puglisi Consulting. (n.d.). Advisory reviews. https://puglisiconsulting.com/advisory-reviews/
Puglisi Consulting. (n.d.). The advisor. https://puglisiconsulting.com/the-advisor/
U.S. Department of Labor. (2026, February 13). US Department of Labor releases AI literacy framework providing foundational content areas, delivery principles [News release]. https://www.dol.gov/newsroom/releases/eta/eta20260213
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Suggested citation: Puglisi, B. C. (2026). Recommend training programs for corporate AI literacy. basilpuglisi.com.
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