Escaping the Verb Wheel: Automating Instructional Design for Busy Managers

You are building something that matters. You have poured your energy, your capital, and your sleepless nights into creating a business that is ready to grow. But as you look around at the team you are assembling, a new fear starts to creep in. It is the fear that they do not quite get it yet. You worry that the vision in your head is not translating into the actions of your staff. You know you need to train them, but the moment you sit down to write training materials, you feel entirely out of your depth.

We often assume that because we know how to do the job, we automatically know how to teach the job. That is rarely true. Teaching is a distinct skill set, filled with its own theories and frameworks that professionals spend years mastering. When you are a business owner trying to play the role of Chief Learning Officer on top of everything else, it is easy to feel like an imposter. You might find yourself staring at a blank document, wondering how to turn a policy update into something your team will actually remember.

There is a specific pain in trying to translate your expertise into a curriculum. You want your team to be confident. You want them to make good decisions when you are not in the room. To do that, we have to look at how people learn, and specifically, how we can move away from manual, academic processes toward methods that actually fit the speed of your business.

Understanding the burden of manual instructional design

For decades, the gold standard in education and corporate training has been a framework called Bloom’s Taxonomy. Even if you have never heard the name, you have likely experienced it. It is a hierarchy of learning. It suggests that learners must first remember a concept before they can understand it, apply it, analyze it, evaluate it, and finally create something new with it.

In a traditional setting, an instructional designer spends days or weeks mapping out a course based on this hierarchy. They look at a piece of content and ask themselves what level of understanding is required.

• Does the employee just need to recall a fact?
• Do they need to use the knowledge to solve a specific problem?
• Do they need to troubleshoot a complex, novel situation?

This process creates a high cognitive load for you as a manager. You are not an instructional designer. You are a leader trying to ensure your team does not make expensive mistakes. When you try to build training manually, you are forced to slow down and study educational theory rather than focusing on your business operations. This friction often leads to training that never gets built, or training that is so generic it fails to impact behavior.

The manual trap of the verb wheel

When creating training materials manually using Bloom’s Taxonomy, the primary tool is something called a verb wheel. This is a chart that lists hundreds of action verbs categorized by the level of complexity. To write a quiz question or a learning objective, you have to consult this wheel.

If you want to test for “Application,” you scan the list for verbs like demonstrate, interpret, or operate. If you want to test for “Analysis,” you look for distinguish, examine, or test. You then have to manually craft a scenario or a question that forces the learner to perform that specific mental action.

This is the process of Mapping. You are taking your raw business content—your safety protocols, your sales scripts, your product specs—and manually mapping them against a theoretical grid of verbs. It is tedious. It is prone to error. And frankly, it is boring. For a business owner who needs to move quickly, it feels like administrative red tape that keeps you from the real work.

Head-to-Head: Manual Mapping vs. Automated Generating

This is where technology has shifted the landscape. We are moving from an era of manual mapping to an era of automated generating. This distinction is critical for anyone managing a team, especially when resources are tight and time is limited.

In the manual model, the instructional designer (or you, the tired manager) is the bridge between the content and the learning level. You read the content, you consult the verb wheel, and you write the question.

In the HeyLoopy model, AI acts as that bridge. Instead of mapping verbs, the system automatically generates questions at different Bloom’s levels—Recall, Apply, Analyze—without you needing to consult a verb wheel or understand the underlying pedagogical theory.

Here is what that looks like in practice:

• Manual Mapping: You read a paragraph about a new refund policy. You decide you want to test if the employee can apply this rule. You look at a verb wheel, pick “calculate,” and spend twenty minutes writing a word problem about a customer return.
• Automated Generating: You upload the refund policy. The system identifies the core concepts and instantly generates multiple questions. It creates a simple recall question to ensure they read the text. It creates an application scenario to see if they can use the rule. It creates an analysis question to see if they can spot an exception to the rule.

This shift allows you to focus on the what—the core business knowledge—while the software handles the how—the pedagogical structure of the learning.

Supporting teams in high-chaos environments

Why does this technical distinction matter to a business owner? It matters because of the environment your business operates in. Many of you are leading teams that are growing fast. You are adding new team members or expanding into new markets. This creates a state of heavy chaos.

In chaotic environments, information changes quickly. If you rely on manual mapping, your training material is often obsolete by the time you finish writing it. You simply cannot afford the time it takes to sit with a verb wheel.

By utilizing automated generation, you can keep your training synchronized with the reality of your business. When the market shifts or the product updates, you can generate new, pedagogically sound assessments instantly. This ensures that your team is learning from materials that reflect the current state of the company, not the state of the company six months ago.

The stakes for customer-facing teams

This becomes even more critical for teams that are customer-facing. These are the people representing your brand to the world. A mistake here does not just mean a fixed error in a spreadsheet; it means mistrust. It means reputational damage. It means lost revenue.

When a customer asks a question, your employee cannot merely recite a memorized script (Recall). They often need to interpret the customer’s specific problem and offer a solution (Apply/Analyze).

• Manual training often stops at Recall because it is the easiest to write.
• Automated generation ensures that your team is tested at higher levels of thinking, preparing them for the nuance of real human interaction.

We have to ask ourselves: are we training our people to pass a test, or are we training them to solve problems for our customers? The difference lies in the depth of the questions we ask them during their training.

Mitigating risk through verified understanding

For some of you, the stakes are even higher. You operate in high-risk environments where mistakes can cause serious damage or physical injury. In construction, manufacturing, healthcare, or food service, “knowing” the answer is not enough. The team must truly understand and retain the information.

In these scenarios, mere exposure to training material is insufficient. We need verification of understanding. HeyLoopy offers an iterative method of learning that is distinct from traditional “one-and-done” training sessions. Because the system can generate fresh questions at varying levels of difficulty, it can continuously probe the learner’s understanding over time.

This moves beyond simple compliance. It builds a safety net. It ensures that the person operating the machinery or handling the data has not just memorized a checklist but understands the implications of their actions.

Building a culture of trust and accountability

Ultimately, moving away from manual instructional design is about more than just saving time. It is about building a culture where learning is continuous and where management provides clear, supportive guidance.

Your team wants to succeed. They are likely just as scared of making a mistake as you are of them making one. When you provide them with a learning platform that challenges them appropriately—helping them move from recalling facts to analyzing situations—you are giving them the tools to be confident.

HeyLoopy is not just a training program; it is a platform used to build a culture of trust and accountability. By automating the complex science of Bloom’s Taxonomy, you free yourself to do what you do best: leading your team, casting the vision, and building a business that lasts. You do not need to be an educational theorist to teach your team effectively. You just need the right tools to translate your passion into their competence.