Why Playlab is built for education
Playlab is a nonprofit building open AI infrastructure for education. Educators, leaders, and students use it to build their own AI tools — grounded in their curriculum, shaped by their values, and run on the model of their choice. That’s a different starting point from the two kinds of AI most schools encounter:- Template tools hand you a fixed menu — a lesson planner, a quiz maker — that you can’t really customize or see inside.
- General-purpose assistants like Claude, ChatGPT, and Gemini are genuinely capable, and Playlab builds on the best of them. But on their own they’re designed for an individual working alone, without a classroom’s curriculum, controls, or visibility for teachers.
Build the tools your classroom needs
You don’t have to settle for someone else’s template, or trade away capability to get a classroom fit.- Build and remix. Create your own AI apps from scratch, or adapt apps shared by other educators in the community.
- Choose your model. Run each app on Anthropic, OpenAI, Google, Meta, and more — and see the cost — instead of being tied to a single provider.
- A full creation suite. A document editor, Docx and Google Drive export, Python code execution, math input, and multimodal voice and image support.
Designed for the classroom
A classroom works best when the teacher stays in control and can see what’s happening — the part tools built for individuals tend to leave out.- Visibility and safety. Teachers can review conversations, and automated flags can pause a conversation and notify the teacher directly.
- Steer each app’s behavior. Toggle image and voice, turn on Avoid Answer Generation so the AI guides students toward an answer instead of handing it over, and set memory and profiles at the app level.
- Built for students. On Playlab students don’t just use AI — they build with it, developing real AI literacy and agency.
- Roster-ready. SSO with Clever, ClassLink, and Google.
Grounded in your curriculum
Upload a document to a general assistant and it searches the text. Playlab maps your curriculum relationally, so the AI understands how concepts connect.- Knowledge graphs link standards and concepts relationally, not just by keyword.
- Pre-built graphs for Illustrative Mathematics, OpenSciEd, state standards, and OER Commons — ready to toggle on.
- A complete reference system: organizational and pinned references, standards, and RAG over your own materials.
- Insights into how students engage with your apps.
Open, nonprofit, and yours
- A 501(c)(3) nonprofit focused on impact, not seat count.
- Open infrastructure you own — you control what you build, how it works, and who it serves.
- Real support: learning engineers who build custom apps with you, plus workshops, PLCs, Design Fellowships, and change-management help.
How Playlab compares
A side-by-side look at the capabilities schools tell us matter most. Many of these tools do excellent work in their own lane — this focuses on what they offer for building and running AI in a classroom.
✅ available · ⚠️ partial or with caveats · — not offered. Competitor capabilities current as of mid-2026 and change often.
Download the full comparison
Where Playlab is unique for education
Curriculum knowledge graphs. Illustrative Mathematics, OpenSciEd, state standards, and OER Commons come already mapped, so the AI understands how concepts connect — not just where words appear.
A classroom control plane. Teacher visibility, safety flags that reach the educator in the room, and per-app controls like no-answer mode — built in, not bolted on.
Students build, not just use. Playlab is designed for students to create their own AI tools and develop real AI literacy.
A nonprofit partner with services. Learning engineers build custom apps with you, and the platform stays open and yours.
Playlab in Action
Tempe, Arizona: Custom Lesson Planning
Teachers in Tempe don’t have scripted lesson plans. Playlab’s learning engineers built a custom app grounded in their full curriculum using knowledge graphing so when a teacher asks for a warm-up problem set, the AI knows what students learned yesterday, what’s coming tomorrow, and how the standards connect. Teachers use it daily, and the output quality is dramatically higher than a generic lesson planning tool.
Wayside Schools, Texas: Family Communication
Wayside embedded a Playlab app directly on their school website as a virtual family helper. Families ask questions in any language (“When is spring break?” “How do I register?”) and get instant answers pulled from the handbook and calendar. It took five minutes to build and handles the questions that used to consume front office staff time.
Fairfax County, Virginia: Student Innovation
Students built their own AI apps on Playlab as part of a national AI Student Challenge, building tools for detecting misinformation, supporting mental health, and exploring genetics. Students weren’t just using AI; they were building with it, developing real computational fluency and agency.
CIOB Schools, NYCPS: Educator Innovation
Educators from across a school district designed, built and deployed a collection of apps aligned to their district priorities, philosophies, and pedagogy while connecting it to their curriculum from Illustrative Mathematics, to internal curriculum through knowledge graphing. They also built AI agency, as educators now can continue to adapt their applications and update them to meet the needs of their students and teachers.
Ready to explore?
Playlab is free for educators. Whether you want to kick the tires on your own, bring us in for a 90-minute crash course with your team, or build something custom for your district, we meet you where you are.Try Playlab
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Last updated: 06-26-2026