Why Your District’s Best Ideas Keep Getting Lost in Translation

I still think like a French teacher.

It’s a strange thing to carry into a career in technology leadership, but the translation skill never left. Every job since the classroom has really been the same job: take something dense like a funding cycle, a device lifecycle plan, or a risk assessment, and find the version of it a specific person, in a specific moment, can actually use. More than ten years running technology for a district taught me that the org chart doesn’t care how good your infrastructure is. It cares whether the board, the staff, and the community understand it well enough to trust it.

Here’s what nobody tells you when you move into a CTO seat: the hardest part isn’t the devices, the systems, or even cybersecurity. It’s explaining them in a way that makes them matter to someone else.

You can build the strongest system in the district, the most airtight budget, the most thoughtful rollout plan, the most defensible technical decision, and it will still fail if the people around it don’t understand it well enough to trust it. Real leadership means constantly translating your work for people who weren’t in the room when you did it, not just doing the work itself.

I’ve come to believe every district needs someone who owns that job on purpose, as a core function rather than a communications add-on. Call it what it is: a Chief Translator.

The Three Arenas of Translation

Translation in a district doesn’t happen once. It happens in three directions, constantly, often in the same afternoon.

Up — turning operational reality into something decision-makers can use. Your board, your cabinet, your superintendent don’t need the raw feed of everything happening in the system. They need it translated into implications, trade-offs, and asks. Skip this translation, and assumptions fill the gap. People above you start deciding based on what they think is happening, not what actually is.

Down — turning strategy into understanding. A new initiative can be perfectly reasoned at the top and still land as confusion at the classroom door if nobody translates the why into something a teacher or a front-office staff member can hold onto. Skip this translation, and fear fills the gap. Uncertainty always gets filled with something, and it’s rarely the calm version.

Out — turning the work into something the public can understand. Families, community members, the person at the grocery store who heard something secondhand…they don’t see your process. They see outcomes, headlines, and half-conversations. Skip this translation, and the narrative writes itself. Somebody will tell the story of your district whether or not you’re the one telling it.

Three arenas. Same skill. Different audience, different stakes, same cost of neglect: a gap that someone (or something) else will fill for you.

AI Is About to Test All Three Arenas at Once

Here’s the part I don’t think most districts have caught yet.

Up, Down, and Out aren’t just three separate translation jobs; they’re the three directions every hard topic has to move through. And there’s a topic moving through all three right now that most leadership teams haven’t treated as a translation problem yet: AI adoption.

Your board needs it translated Up — what’s actually happening with AI in classrooms, not just headlines. Your staff needs it translated Down — what this means for their day-to-day, not just a policy memo. Your community needs it translated Out — what problem it’s solving and what that means for students, before someone else decides that story for you.

I’ll be unpacking that one soon. For now, the starting point is simple: if translation is already the hardest, most invisible part of your job, AI didn’t create a new job. It just raised the stakes on the one you already have, right alongside every other budget decision, rollout, and device sitting in a student’s backpack.

Chief Translator isn’t a title on an org chart. It’s a posture: the decision to close the gap on purpose, Up, Down, and Out, before someone else closes it for you.