by Chuck Gillespie
AI Agents can be very helpful in connecting relevant information that may not be connected prior. Here is an example of an AI Agent developing a series of graphs and summaries using the following 5 points:
This analysis is a thoughtful framework because it shifts the conversation away from a single variable—such as salary, college requirements, or licensing hours—and toward a more complete analysis of public risk, professional accountability, and community benefit. A few observations stand out.
The AI's central conclusion is broadly consistent with how many regulatory systems are designed. Professions that can directly affect:
typically face the highest barriers to entry. For example:
| Profession | Potential Harm if Incompetent | Licensing Intensity |
|---|---|---|
| Surgeon | Death, disability | Extremely high |
| Attorney | Loss of liberty, assets, rights | Very high |
| CPA | Financial fraud, insolvency, public trust failures | High |
| Professional Engineer | Structural collapse, public safety failures | High |
| LCSW | Harm to vulnerable individuals and families | High |
| Electrician | Fire, electrocution | Moderate to high |
| Plumber | Water contamination, disease, property damage | Moderate to high |
Viewed this way, licensing is not merely about restricting entry—it is a public safety mechanism.
One of the strongest points in the AI agent's infographic is that skilled trades are often underestimated when discussing community impact. Many policymakers tend to think of "high-risk professions" as doctors, lawyers, and engineers. Yet:
The consequences are often dispersed and therefore less visible than a courtroom mistake or medical malpractice claim. The public frequently notices the engineer who designed a bridge but rarely notices the electrician who prevented a fire or the plumber who protected a drinking water system.
An important insight from the analysis is the distinction between:
Cost barrier
versus
Training barrier
The trades often have:
while many professional careers have:
This distinction matters because policymakers often focus only on affordability. The more important question may be, "What is the most effective method for producing competent professionals?" For some professions, the answer may be formal education. For others, it may be thousands of hours of supervised work.
One surprising observation is that attorneys often have:
A newly licensed attorney may immediately represent clients in matters involving:
The legal profession largely relies on:
rather than extensive mandatory post-licensure apprenticeship. Whether that is the optimal model is a legitimate policy question.
The statistic from the Indiana Department of Educational that nearly half of Indiana seniors are pursuing employment directly after high school rather than attending college is significant. The challenge is that many high-demand occupations cannot easily accommodate minors due to:
As a result, schools may want students to participate in work-based learning, but employers may face legal barriers that make participation difficult. This creates a policy gap:
Indiana and other states will likely need to develop more structured apprenticeship pathways that bridge the period between ages 16–18 and full workforce entry. The Indiana General Assembly is trying, but there is still a lot of work to be done.
Public debates often become polarized:
The more useful question is, "Which occupations create enough potential harm to justify public oversight?"
A risk-based framework might evaluate:
For example:
The harder it is for the public to independently evaluate competence, the stronger the argument for some form of credentialing, inspection, continuing education, or oversight.
The analysis raises an important distinction. The policy toolbox is larger than simply "license" or "don't license."
Alternatives include:
Some occupations may not require a full professional license but could benefit from stronger quality-control mechanisms.
What may be most compelling about this analysis is that it reframes licensing as a discussion about risk, trust, and accountability, not simply educational attainment. The public generally accepts extensive training requirements for surgeons, pilots, attorneys, engineers, and CPAs because the consequences of failure can be catastrophic.
The same logic often applies to skilled trades, even though the risks are less visible. The challenge for Indiana—and every state—is finding the balance between:
That balance, rather than a blanket preference for either more regulation or less regulation, is probably the most useful lens through which to evaluate occupational licensing policy.
