Emerging
Exploratory activity depends on individual initiative.
Executive Diagnostic
Evaluate whether your organization has the strategic and operating foundations required to turn AI capability into measurable business value.
Exploratory activity depends on individual initiative.
Priority use cases, owners, and boundaries are visible.
Authority, evidence, and review standards are applied.
The organization measures outcomes and improves the model.
Why It Exists
For each dimension below, decide whether the statement is consistently true, partly true, or not yet true for your organization. The objective is not a perfect score. It is an honest view of what must be clarified before implementation expands.
Six Operating Dimensions
We can name the business outcomes AI should improve and the executive accountable for each initiative.
We understand how priority work is performed today, including its bottlenecks, handoffs, and failure points.
The evidence and data required for better decisions are accessible, reliable, and appropriately governed.
We have clear standards for authority, human review, privacy, security, and acceptable AI use.
We can run a focused pilot, measure its results, and expand only after the value is demonstrated.
We know which baseline, review rhythm, and outcome evidence will prove whether the AI-enabled workflow is improving.
How Results Are Used
The assessment is not an automated verdict. It is a structured way to identify where executive attention, operating design, and governance should come before implementation expands.
Next Step
If several dimensions are only partly true or not yet true, the next step is to prioritize the operating decisions that will make AI adoption durable.