Articles about organizational intelligence, measurement, and human systems.
What makes an assessment valid for a specific decision? The answer connects the intended use with the evidence required, the interpretation that can be supported, and the limits of any conclusion.
The org chart seems to explain how the organization functions because it sets out its formal authority. Actual work also depends on decisions, exchanges, and relationships that cross those lines.
Even when the initial test works, different areas begin to interpret the model in incompatible ways as it expands. Preserving quality requires distinguishing the meaning that must remain stable from the methods that can be adapted.
Before using a skills architecture to assess people, validate it by testing its definitions against real decisions, deliverables, and situations.
How do two teams with the same average skill level end up responding in completely different ways to a critical incident?
Organizations can measure well and decide badly when their model leaves out dynamics that are already affecting coordination, trust, and capability.
The Skills-Powered Organization proposes that skills should stop being auxiliary human resources data and become the unit through which a company designs work, allocates talent, and reinvents itself. Its most important contribution also defines its greatest demand: the change affects the organization's operating system.
Confidence becomes visible before competence does. It appears in the speed of a response, the firmness of a voice, and the willingness to take up space. Competence, by contrast, can be supported only by relevant evidence of what a person can do under specific conditions.
A skills pilot does not need to demonstrate the final impact of the entire initiative immediately. Before it is scaled, the pilot needs to produce enough evidence to show whether the process is understood, can be carried out, yields consistent information, and improves real decisions.
Knowing What Students Know was written for educational assessment, but its central question applies to any system that tries to evaluate capabilities: how do we move from what someone does in a specific situation to a defensible inference about what they know and can do?
A score summarizes evidence obtained under certain rules, sources, and conditions. When language turns it into a definition of who the person is, a time-bound measurement begins to govern expectations, opportunities, and new interpretations.
A poorly designed assessment often reveals its flaws before producing results. The following signs help detect problems in what is being assessed, the questions, the evidence, the scales, and the intended use while the design can still be corrected.