AI Strategy • 28 January 2026 • By Stanislaus Martins
The Hidden AI Performers Already Inside Your Company
Before you hire an AI consultant or build an AI department, look at your payroll. The people who will make your AI strategy work are usually there already.
Before you hire an AI consultant or build an AI department, look at who is already on your payroll. The people who will make your AI strategy work are usually there already.
I call them Hidden AI Performers.
## Who they are
They are rarely the technical people. The marketing manager who has halved the time she spends producing content. The customer service lead who built his own process for handling escalations. The finance analyst with three shortcuts none of her colleagues know about.
They started using AI before anybody at executive level was paying attention, and nobody asked them to.
## Why they matter
They already know the business. An outside AI hire spends months learning where the waste is, which processes hurt and which managers will resist. Your Hidden AI Performer knows all of that today.
People believe them. A change suggested by a trusted colleague gets tried. The same change from a consultant gets a polite nod.
They tell you something about your culture. If they exist, the curiosity AI needs is already in the building. That is a head start most companies do not realise they have.
## How to find them
A survey will not find them. The best ones are the least likely to put their hand up.
Watch instead. Who is consistently faster than their peers? Whose output seems out of proportion to the hours they put in? Ask your team leads one question: who on your team surprises you with how they get things done?
## What to do with them
Give them permission before you give them a title. Ask what they have been doing and what works. Then give them one small, visible problem to solve.
When a Hidden AI Performer delivers a result people can see, they become your internal AI champion. In the early stages of adoption, one of those is worth more than several external hires.
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## Working Together
If this is close to where your business is right now, I would like to hear about it. I work with a small number of clients at a time and I read every message myself.
Email [me@martins.com.ng](mailto:me@martins.com.ng), read [how I work](/work-with-me), or connect with me on [LinkedIn](https://www.linkedin.com/in/stanmartins).