Built for the learners
AI forgot to include

Zoey is my 14-year-old daughter. Her myriad of diagnoses has taught me patience, compassion, and a fundamental belief that we must meet people where they are, not where we expect them to be.

Navigating the special needs system as a parent means learning a new language: IEPs, IFSPs, ISPs, evaluation reports, accommodation matrices, service logs. It means attending meetings where your child is described in clinical terms that bear little resemblance to the person you know. It means advocating, relentlessly, for a child who cannot always advocate for herself.

It also means watching the world accelerate in ways that could either leave Zoey behind, or carry her forward, depending entirely on whether anyone bothers to build the bridge.

When large language models became accessible to everyday people, I saw immediately what they could mean for learners like Zoey. An infinitely patient tutor. A communication partner that never gets tired. A tool that could explain the same thing seventeen different ways until one of them landed.

But I also saw the gap. AI in its default state knows nothing about the person it is talking to. It doesn't know that Zoey processes language differently. It doesn't know her medication schedule, her IEP goals, her comfort interests, or how she tends to communicate.

I experienced the frustration of prompt engineering firsthand, and the effort required to get AI to give me what I actually needed. And then I asked the question that became SpanNova: how do we adapt AI to help a child like Zoey?

The answer wasn't a new AI. It was a bridge between the learner's world and the AI's understanding.

AI is transforming how people learn, work, communicate, and access opportunity. This transformation is happening whether or not the special needs community is included in it.

SpanNova's mission is simple: ensure that those with learning differences are part of this AI revolution, not an afterthought.

We give caregivers a way to help every learner interact with AI on their own terms. SpanNova converts the clinical knowledge in IEPs, medical records, and service plans into a portable AI profile that travels with the learner, from teacher to teacher, session to session, home to school and back.