What is Direction in the AI Profitability Gap™?
Direction is whether AI work is pointed at something the business needs. The AI Profitability Gap™ is the distance between what an organization spends on AI and the commercial return it produces. On the AI Profit Bridge, Direction sits in the Efficient Process row, at steps 2 and 5, Reality Mapping and Workflow Redesign.
What does missing Direction look like?
A team spends a quarter busy with AI on work that was never going to change a number the business tracks. The output is real, and the usage reports look healthy. Nothing in the financials moves, because nobody tied the work to a goal.
How common is a missing AI plan?
As of May 2026, 25% of U.S. employees said their organization had communicated a clear plan for integrating AI into current practices (Gallup). A plan is where Direction starts: it tells each team what its AI work is for.
How do you test for Direction?
Ask one question of each piece of AI work: can you name the business outcome it is pointed at? If the answer is a usage number or a vague benefit, Direction is missing.
How do you set Direction?
Start with Purpose: write SMART goals for the AI spend, at least one in money. Then map how each team's work runs today, at step 2, Reality Mapping, and check whether the team would name the same target. Step 5, Workflow Redesign, rebuilds the work around that target.
How does Direction relate to Skill and Reinvestment?
The chain runs Investment, Usage, Direction, Skill and Reinvestment, and it produces Return. Investment and Usage are measured in standard reports. Direction, Skill and Reinvestment are not, and that is where the AI Profitability Gap™ opens. Direction comes first: skill applied to the wrong work does not reach the numbers.
Frequently asked questions
What does Direction mean in AI adoption?
Direction is whether the AI work is pointed at something the business needs. It is one of three conditions, with Skill and Reinvestment, that decide whether AI spend turns into return.
Which part of the AI Profit Bridge holds Direction?
The Efficient Process row, at step 2, Reality Mapping, and step 5, Workflow Redesign. Purpose, the left column, supplies the goal Direction points at.
How do I know if my company lacks Direction?
If people cannot name the business outcome a piece of AI work is pointed at, Direction is missing for that work. The free assessment checks it in about two minutes.
Sources
- Gallup, Global Indicator: Artificial Intelligence, figures as of May 2026https://www.gallup.com/699797/indicator-artificial-intelligence.aspx
Next step
Check whether your AI work has Direction. Eight questions, about two minutes.