Articles about organizational intelligence, measurement, and human systems.
The most productive contribution of How to Measure Anything is not the promise of a number for everything. It is the demand that we specify which uncertainty we want to reduce before we begin collecting data.
The pilot began with an understandable ambition: if skills were meant to serve the entire organization, it seemed more efficient to design a solution for everyone from the start. That decision turned a learning exercise into a program that could not get started.
A dashboard shows the same result for two business areas: 72% meet an expectation. The apparent equivalence vanishes once we learn that each percentage was built from different people, time periods, and sources.
Recording an observation can improve a development conversation. Recording everything, all the time, changes the relationship: it stops producing useful evidence and starts producing surveillance.
When a leader distrusts a skills assessment, the usual reaction is to attribute it to resistance to change. But distrust may also point to genuine problems with burden, observation, interpretation, or consequences that the design has not yet resolved.
A dashboard can display 73.4 and still fail to explain what was observed, how the evidence was combined, or how much the conclusion could change. Visual exactness does not guarantee conceptual precision.
The first track in a skills pilot should generate useful learning without sacrificing relevance. Choosing it requires separating indispensable conditions from criteria used to compare viable candidates.
A strategic priority may be well defined, funded, and communicated, yet remain little more than an intention if the organization cannot mobilize the capabilities it requires when and where they are needed.
The authority to assess comes with the role. The quality of the judgment comes from the evidence. When the two are confused, familiarity, reputation, and visible results take the place of observation.
Unreasonable Hospitality is often remembered for its extraordinary gestures toward guests. But the book's most useful argument lies behind those moments: exceeding expectations is not a spontaneous attitude but a collective capability built through attention, judgment, autonomy, and coordination.
A list of possible replacements can create a sense of control while leaving intact the dependency that threatens the organization. Succession becomes a capability when the organization builds coverage, alternatives, and learning before a vacancy arises.
Noise brings an uncomfortable idea to talent decisions: two competent assessors can apply the same criteria and reach different conclusions for reasons the system never deliberately chose to accept.