Choosing Clarity Over Semantics
Language is part of how an organization understands itself
The vocabulary people use every day carries shared history, cultural meaning, and a sense of identity that was developed over years of people operating together. When an organization adopts a new framework like ITFM, TBM, or FinOps, it’s also adopting the taxonomy that comes with it, introducing new language that interacts directly with the organization’s existing identity. That impact on organizational norms is why changes in language can create friction. They demand cognitive effort, and they can distract from the actual work if not handled with care.
Taxonomies, the agreed‑upon set of terms, categories, and definitions that create consistency across conversations, data, reporting, and decision making, are powerful because they create structure and shared reference points. They help teams align on how technology cost, value, and consumption are represented. But they also introduce words that may already exist inside the organization with different meanings, and that’s where the practitioner’s judgment becomes essential.
The power of a standard
In many organizations, different groups use the same words to mean entirely different things for reasons unrelated to the word’s purpose or meaning within their domain. The variation isn’t intentional or domain‑driven; it’s the consequence of not having a shared standard. What follows is predictable and a source of wasted time and uncomfortable exchanges. Meetings begin with long framing discussions just to establish what the conversation is actually about. Work slows down because people are negotiating meaning instead of solving problems. In these situations, the absence of a common language becomes a structural barrier to progress, and introducing a standard vocabulary becomes a practical accelerator. It reduces friction, shortens the time required to align, and allows teams to focus on delivery, governance, and value instead of semantics.
In other organizations, the existing language is common across teams, deeply embedded, and a well‑understood part of the culture that should be preserved. Attempts to repurpose this language will be met with resistance because the cognitive load required to retrain people, systems, and processes is significant. Changing the meaning of a familiar term can also feel like a loss or an unnecessary shift away from something that already works, and may appear to be preferential on behalf of the person or team driving implementation of the new framework rather than a change grounded in business value.
The role of the practitioner
When the language of a framework conflicts with the language of an organization, the practitioner has to decide whether the change in language is worth the cognitive load it will impose. Sometimes it is, and other times it might not be.
When a term is foundational to the framework’s logic, or when the organization’s existing usage creates ambiguity that blocks decision making, aligning to the taxonomy is the right move. It reduces long‑term friction and strengthens the clarity of the operating model.
Other times, insisting on a terminology change focuses attention on the wrong thing. If a word in the taxonomy already exists in the organization with a meaning that’s deeply embedded in its culture, forcing a new definition can create unnecessary resistance. It can shift the conversation away from business value and toward debates about vocabulary. In those cases, the practitioner’s job is to preserve the organization’s language while still aligning the underlying structure to the new framework. You can successfully adopt a framework without rewriting the company’s identity, as long as the meaning is clear.
