Why your company might need a dedicated AI prompter

The hard truth about generative AI is that giving great tools to people who don't know what to ask gets you very little in return.

Tyler Barnett, founder of Tyler Barnett Public Relations and an advisor on AI workplace integration, made the case in a Forbes piece on February 2 that companies need dedicated talent to bridge the gap: enter the professional AI prompter.

Translating human intent into machine output

Barnett, who claims to have coined the term, defines an AI prompter as someone responsible for crafting the exact inputs that drive high-quality responses from AI systems.

Rather than working in isolation, these specialists act as operational connective tissue. They coordinate with IT, data science, and business units to integrate models directly into everyday workflows.

In customer service, that means engineering chatbot prompts that understand nuances and resolve queries fast. In creative agencies, it means tuning style and brand tone.

Barnett notes the role extends far beyond marketing. In healthcare, prompters can help tune models for medical imaging analysis and clinical workflows; in finance, they structure prompts for fraud detection and risk modeling; in manufacturing, they assist with predictive maintenance queries.

What to look for when hiring one

Barnett argues that effective prompting requires a rare blend of rapid reading comprehension, quick creative ideation, meticulous attention to detail, and deep communication skills alongside hands-on fluency with tools like ChatGPT.

When hiring, companies should skip generic tech interviews. Barnett advises setting up practical tests, such as asking candidates to craft prompts on the fly for specific enterprise systems or troubleshooting messy customer interactions.

Domain knowledge is equally critical. Knowing how to phrase a prompt matters little if the specialist does not understand the regulatory or operational realities of the industry they are writing for.

Why it matters

As businesses rush to adopt generative tools, prompt quality is quickly becoming the bottleneck between expensive software licenses and measurable business output.

For workers and job seekers, mastering prompt structure is one of the highest-leverage skills right now, whether it lives on a resume as a dedicated title or as a baseline skill. For enterprise leadership, Barnett's framework offers a realistic hiring playbook, but we think viewing this as a permanent stand-alone job might be a mistake. Over time, prompt literacy will likely become table stakes across existing roles rather than remaining an isolated department.