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QuestionWell as
Situated & Personalized PD

PD is broken.

It's abstract, fleeting, disconnected, impersonal, and an added burden for teachers on top of their already impossible job.

And yet, it's crucial we get it right.

In the AI era, teacher professional judgment becomes more important, not less. 

At QuestionWell, we are reimagining PD.

What if it made materials better, made teachers better, and was less of a burden, instead of more?

Here's how it works:

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Districts/Schools set general goals, and teachers set personal goals

District leaders set the “why” and the outcomes, then teachers set goals that make those priorities workable in real classrooms. That alignment lets you scale improvement without forcing a generic tool or a single mandated approach—teachers get relevance, and districts get coherence. 

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AI tools are customized to meet teacher and district goals.

 Because the AI is driven by custom goals and grounded in learning-science research, it produces guidance that’s consistent, defensible, and more trustworthy. Over time it adapts to what works in your context, reducing churn from disconnected initiatives and accelerating progress toward the outcomes you’re focused on. 

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Admin dashboard shows aggregate progress toward goals.

Administrators get a clear, aggregated picture of progress toward goals across schools and teams, including where support is most needed. That makes coaching, PD, and resource allocation more targeted, while making reporting easier.

Inside QuestionWell:

Evidence

Learning Sciences Training

We train our models to be aligned to the most established research in the learning sciences. This is not just a ChatGPT wrapper, but a fine-tuned AI model, optimized for educational materials.

Read More: Evidence of Question Writing AI Model Quality

Intelligent AI Creation Tools

We use our trained AI models to generate 40+ different kinds of educational materials, raising the floor on quality, and preventing AI educational slop.

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AI Pedagogical Analysis

Get a detailed breakdown of the quality of the pedagogical parameters you care about. See how they align to the instructional materials, and make informed choices about what to improve. Chat with AI to discuss the analysis and act on next steps.

Empower Your Schools with QuestionWell

In a rapidly changing educational landscape, schools and districts need tools that empower educators to deliver high-quality, personalized instruction. QuestionWell equips your team with the resources to create tailored practice materials, assessments, and learning activities that support every student’s success.

Discover how QuestionWell can help your schools and districts enhance teaching and learning. Contact us today to learn more!