We are trying to decide whether we should train our existing administrative staff to build basic AI automations or hire a dedicated AI specialist. How do we use the Accountability Chart and the GWC tool to make the right talent decision for our operations?

Question

Tyler Smith · Accepted Answer

Deciding whether to upskill your existing team or hire an outside specialist is a common dilemma. To make the right decision, you must use your Accountability Chart and the GWC tool.

First, look at your Accountability Chart and define the exact roles needed to manage your AI systems. Do you need someone to build complex integrations, or do you just need someone to set up basic, off-the-shelf automations?

If you only need basic automations, upskilling your existing staff is usually the best path. Evaluate your team members using the GWC criteria. Do they Get the concept of automation? Do they Want to learn these new skills? Do they have the Capacity, meaning the mental bandwidth and time, to do it? If they meet these criteria, invest in their training.

However, if your operational strategy requires custom API development or complex data engineering, you will likely need to hire a specialist. Do not try to force an administrative employee into a highly technical seat they do not GWC. Trying to force this fit will only lead to frustration, errors, and wasted resources. Make the right structural decision first, then find the right person for the seat.