November 2025

Are we paying attention?

When my district role shifted closer to the data team years ago, I quietly became a bit of a data nerd.

Not the spreadsheets-for-fun kind. More the What story are these numbers trying to tell us? kind.

As an edtech specialist, I had always cared deeply about implementation. Were teachers actually using the tool? Were students logging in? Was this expensive platform helping learning, or quietly becoming digital wallpaper?

But sitting closer to the data changed me.

Because the story was not always what we hoped it would be.

Sometimes the story was uneven implementation. One campus thriving, another barely touching the product. Sometimes the story was training. Sometimes it was usability. Sometimes the issue was simpler: we had purchased something shiny without really thinking through what good implementation would require.

And then there was another story quietly unfolding underneath all of it.

The agreements.

If you have ever integrated a platform into Schoology, Canvas, Google Classroom, or another LMS, you know the drill. Rosters. Student information. Usage data. Clicks. Time on task. Assessment information. Accommodations. Behavior trends. Learning patterns.

Educational technology has always required data to function well.

But lately, I have found myself sitting with a question that feels more urgent in the age of AI:

What happens to all of this information?

Many of the platforms schools adopted years ago are no longer the same products. Quietly, AI integrations have arrived. Recommendation engines. Predictive analytics. Writing support. Personalization tools. Automated insights.

Meanwhile, many school agreements were written before AI changed the rules of the game.

And if we are honest, most families probably assume school software works a little like checking out a library book. Helpful. Temporary. Safe enough.

But are we asking enough questions?

Who owns student learning data? How long is it stored? Who has access? What changes when products evolve faster than contracts?

To be clear, this is not an anti-technology argument. If anything, my move from music into educational technology happened because I believed deeply in what thoughtful tools could make possible.

I still do.

But maybe loving educational technology means asking harder questions about it.

Because the kids are already logging in.

The question is whether we are paying enough attention.

If your district is navigating AI, student privacy, edtech implementation, or thoughtful purchasing, I’d love to continue the conversation. Explore professional learning and strategy support here.