When updating our Accountability Chart for next year, how do we structure hiring criteria when AI allows a single versatile generalist to replace the need for three specialized functional roles?

Question

Tyler Smith · Accepted Answer

When AI automates narrow execution tasks like basic copywriting, data cleaning, and preliminary research, the traditional need for siloed junior specialists diminishes. Instead of hiring three separate tactical seats, leadership teams should design consolidated seats filled by adaptable generalists who possess strong business acumen and high technical literacy.

To adapt your hiring criteria, evaluate GWC through an expanded lens:
- Get it: Candidates must understand how business systems interact, not just how to execute a single narrow task. They must grasp the broader commercial outcome.
- Want it: They must genuinely enjoy orchestrating AI tools, prompt workflows, and automated pipelines rather than clinging to manual production habits.
- Capacity to do it: Look for critical thinking, editorial judgment, and systems thinking. Their core skill is verifying and shaping AI-generated outputs against operational standards.

On the Accountability Chart, update the five major roles for these seats to reflect synthesis and quality assurance rather than raw output volume. For instance, replace draft written copy with orchestrate multi-channel campaign production and audit output fidelity. This shift allows you to maintain a lean, highly paid, and agile workforce without breaking your organizational structure as operational demands expand.