GUEST COLUMN | by Julia Fallon
A few years ago, I noticed something I haven’t been able to unsee: somewhere along the way, education stopped talking about improvement and started talking about innovation.
The word is everywhere: conference themes, strategic plans, grant proposals, product launches, and job titles. The more I heard the word, the more I wondered whether we all meant the same thing.
After more than thirty years working at the intersection of education and technology, I’ve come to believe we’re using the wrong word. Innovation matters. But we’ve started using innovation to describe work that isn’t innovation at all.
Innovation, improvement, and modernization are related, but they aren’t interchangeable. Innovation expands what’s possible. Improvement makes what we are already doing work better. Modernization is the work of changing the systems and structures that allow both to take hold. The distinction matters because it shifts our attention from technology to institutions.
Every innovation eventually collides with an institution.
The Conditions That Determine Impact
Once introduced, every innovation encounters governance, budgets, procurement, professional learning, interoperability, privacy requirements, community expectations, and the daily realities of schools. Those aren’t obstacles to innovation; they’re the conditions that determine whether a new possibility becomes meaningful improvement or simply another initiative.
Working alongside states, districts, and national organizations, I’ve noticed something surprising: the technologies are often remarkably similar. The institutions are not.
Teachers adapt constantly. District leaders navigate shifting policies, evolving technologies, cybersecurity threats, and growing public expectations every year. The challenge isn’t creativity. It’s institutional capacity.
We devote enormous attention to selecting technology and comparatively little to preparing institutions to use it well. Procurement receives executive attention. Professional learning often becomes an implementation task. Governance is discussed after deployment rather than before it. Yet those institutional investments—not the purchasing decision—are what determine whether technology changes teaching and learning.
Transformation doesn’t happen when a technology is adopted. It happens when educators develop new practices, leaders establish governance, systems become interoperable, communities build trust, and organizations build the capacity to sustain change long after the excitement of adoption has faded.
Technology creates capability. Institutional capacity determines impact.
Building Institutional Capacity
Consider how states are approaching artificial intelligence. Some have created dedicated leadership roles to coordinate implementation across agencies and school systems. Others have focused on statewide guidance, cross-sector collaboration, and governance frameworks. Their approaches look different, but they’re solving the same problem: building institutional capacity instead of assuming technology alone will drive improvement.
AI hasn’t created this challenge. It has simply made it impossible to ignore. The most important questions aren’t which tools schools adopt, but whether institutions are prepared to govern technologies that will continue evolving long after today’s products have changed.
Perhaps that’s why I’ve become increasingly uncomfortable with the language we use.
Innovation has become shorthand for progress, as though introducing something new is itself evidence of improvement. It isn’t. But innovation has never been the finish line. It’s the starting point. The harder work begins afterward.
Turning Possibility Into Better Outcomes
Education will always need innovation. New ideas expand what’s possible for students and educators alike. But if we continue celebrating innovation while overlooking the institutional capacity required to sustain it, we’ll keep mistaking adoption for impact.
Modernization is the work of turning possibility into better outcomes for students.
Perhaps it’s time we stopped calling all of that work innovation. Some of it is innovation. Some of it is improvement. And much of what our institutions need most is modernization: the less glamorous work of making systems capable of supporting what comes next.
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Julia Fallon is an education leader with more than 30 years of experience helping states and school systems navigate technological change. She previously served as executive director of SETDA and writes about modernization, institutional capacity, and the leadership needed to turn technological possibility into meaningful outcomes for learners.
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