Building Blocks & Notes to Self
AEO programs rarely fail on content; they fail because nobody can say what is changing, who owns it, and how it is measured. This post lays out an operating model that moves from diagnosis to measured iteration across three levels: OKR, KPI and roadmap. Ambiguity is a visibility risk When an AI system cannot tell […]
A framework is a checklist for completeness. It tells you what you forgot. It does not tell you what to choose. That distinction gets lost constantly, and it produces a specific failure: a team runs a framework, fills in every box, presents the output, and changes nothing about how a single recurring decision gets made. […]
The term usually means “we bought software.” That’s why it’s nearly useless in the room. A company runs a transformation program, migrates to cloud, stands up a CDP, hires a Chief Digital Officer, and announces a digital operating model. Underneath, the same people approve the same decisions on the same quarterly cadence using the same […]
Most comparisons of these two models fail before they start, because both are hybrids. They sit in roughly the same place on the centralization axis. Each has a center. Each has units with real work to do. If you try to separate them by asking how centralized each one is, you get two answers that […]
Most operating model design fails at the sequence, not the content. The work starts with a structure workshop, produces a target org chart, and gets socialized as a transformation. Six months later the boxes have moved and the behavior has not, because nobody ever wrote down who decides what. Design is not drawing the new […]
Most leaders debate this as an org design question. It is not. It is a question about which bill you are willing to pay. Functional models buy standards and pay in coordination. Product models buy speed and pay in duplication. There is no third option that avoids both. Anyone selling you one is selling you […]
Most organizations answer this question once, at the wrong altitude, and then spend the next decade paying for it. The question gets asked as a company-wide setting: are we centralized or decentralized? That framing guarantees a bad answer. No organization is one or the other. Every organization centralizes some decisions and distributes others, and the […]
Most companies do not have an operating model. They have an org chart and a set of habits. An org chart shows reporting lines. An operating model answers a harder question: How does this organization convert strategy into repeated decisions? That distinction matters, because strategy failure is rarely a thinking failure. It is almost always […]
In 1960, a group of French writers and mathematicians started something unusual. They called it Oulipo—short for Ouvroir de Littérature Potentielle, or “Workshop of Potential Literature.” Their premise was simple: Constraints create creativity. Most people assume the opposite. They believe creativity comes from freedom. Give people unlimited options, unlimited resources, unlimited possibilities, and great things […]
Most SEO roadmaps fail for one reason: They are built from assumptions instead of operational signals. Too often, organizations jump directly from: rankingsto tactics without understanding: why performance changed what the data actually implies which systems are responsible where compounding opportunity exists what sequence creates the highest return The result is usually: fragmented initiatives reactive […]