Every time there is an enthusiastic shift in the market, the opportunities tend to exceed the talent available. The AI enthusiasm is no different.
Companies are curious, budgets are opening up, and everyone is trying to understand what this technology means for their business. That creates room for a lot of smart people to offer help, and many of them really are capable. But capability and capacity are not the same thing. That is where I think clients need to be careful.
There is a growing number of full-time employees in tech treating AI consulting as a side business. I understand the appeal, I’m guilty of it myself. They have strong résumés, technical fluency, and access to the language of the market. On paper, it makes sense.
In practice, life has a very predictable order of operations.
Family comes first. Then the full-time job that pays the mortgage, provides the health insurance, and affords the lifestyle. Then, somewhere after that, comes the side gig (you). I recently lost my accountant over this - he moved and just stopped returning my emails, texts, and phone calls.
That is not a moral criticism. That is reality.
The issue is what happens when bandwidth gets tight. A new baby, a move, a demanding quarter at work, a family issue, travel, burnout, illness - something eventually hits. When it does, the side-gig client is usually the first thing to go overboard.
Not because the person is bad. Not because they are untalented. Because they were never truly resourced to serve the client in the first place.
That is one of the reasons I started my own company. I did not want my feet planted in two different worlds, pretending I could give both my full attention and then quietly doing both jobs poorly. At some point, you have to decide what you are actually building and what level of commitment your clients deserve.
Fractional work can be an excellent model. I believe in it. Companies do not always need a full-time hire, and they often benefit from senior judgment without adding permanent overhead.
But fractional is not supposed to mean casual. It does not mean available when convenient. It does not mean fitting serious work into the margins of a calendar already owned by someone else.
The best fractional relationships are honest about scope, capacity, communication, and commitment. They work because the person doing the work has made room for the responsibility.
Do not just ask whether someone knows the technology. Ask whether they have the bandwidth to stay with the problem after the first exciting conversation.
Because fractional is not a fallback.
It is either a real operating model, or it is a side gig wearing a serious title. Clients can tell when they are the mistress.