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Playlab

Building AI agency in education — teachers and students as designers of the AI shaping their world

Most educational AI is built elsewhere and handed to teachers. Playlab flips this: educators and students become the designers. Our school-safe platform lets anyone build, test and deploy custom AI tools — no code required. From Ghana's 20,000 teachers using national lesson-planning AI to classrooms in the US, Spain, UK and Ireland — communities shape AI that reflects their values. the oth

Overview

Information on this page is provided by the innovator and has not been evaluated by HundrED.

Updated April 2026
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We believe the future of education will be defined not by the AI tools built in Silicon Valley — but by the courage of communities willing to design their own. The change we hope to see is a world where every educator and student has the agency to understand, evaluate, and shape the AI systems influencing their lives — not simply adapt to systems designed elsewhere. Where a teacher in Ghana, a student in Spain, and a school leader in New York are not consumers of AI, but its authors. This means a fundamental shift in power. Today, AI in education is largely designed by those with the least proximity to classrooms and the most proximity to capital. The result is technology that reflects the values, assumptions, and blind spots of its creators — not the communities it serves. Playlab exists to reverse this. We want to see education systems where AI agency is a core competency — where building, questioning, and redesigning AI tools is as fundamental as reading and writing. Where young people graduate not just knowing how to use AI, but understanding how it works, who it serves, and how to make it better. By 2028, we aim to reach 10 million educators and 2 million students globally with this vision. Not because the numbers matter most — but because every person who gains AI agency is one more voice shaping a more equitable, democratic, and human future.

About the innovation

Why did you create this innovation?

The educational system is at a crossroads. AI is reshaping every aspect of learning — yet the tools entering classrooms are designed by technologists far removed from schools, handed to teachers as black boxes with no room to question, adapt, or shape. We believe this is the wrong paradigm.

Playlab was created from a conviction: the communities most affected by AI in education must be the ones to design it. Our founders — educators and engineers from MIT, Google, Amazon, Teach For All and Harvard — saw firsthand how top-down educational technology creates dependency rather than agency. Innovation was being done to teachers, not with them.

We built Playlab to flip this dynamic: a school-safe platform where educators and students build, test, and deploy their own AI tools — no coding required. The goal is not just better AI tools in schools. It is building the capacity of education communities to understand, evaluate, and shape the AI systems influencing their world.

What is at stake is not just academic performance — but whether young people will be empowered citizens in a society increasingly shaped by AI they did not design, cannot question, and do not control. We do not want educators to adapt to AI. We want them to design it.

What does your innovation look like in practice?

An educator in Ghana opens Playlab and builds a lesson planning assistant aligned to the national curriculum — sharing it with 20,000 colleagues nationwide. A student in New York designs an AI writing tutor that delivers feedback in her own voice, serving thousands of peers. A teacher in Spain creates a multilingual support tool for students learning in their second language.

Playlab has two core components. First, a school-safe platform where educators and students build AI applications through an intuitive interface — defining the AI purpose, knowledge base, tone, and guardrails. No code required. Second, a structured learning journey — workshops, PLCs, and coaching — that develops AI knowledge, computational fluency, and discernment: what we call AI Agency.

The result: teachers become designers, not consumers. Students become authors of AI, not just users. Schools build capacity that does not disappear when a vendor changes its product.

In 2025: 56,000 new educators joined Playlab. 14,100+ students built their own AI apps. Enterprise partners report a 94 Net Promoter Score. 88.5% describe transformational progress in AI literacy.

How has it been spreading?

Playlab spreads through three interlocking channels.

First, direct partnerships with districts, ministries, and professional learning organizations. In the US, Playlab operates across all 50 states. In Ghana, a national partnership with the Ministry of Education scaled AI lesson planning tools to 20,000 teachers weekly — now expanding to 68,000 high school teachers and 1.4 million learners. In Europe, Playlab is establishing partnerships in Spain, UK, and Ireland, with dedicated EU data hosting and GDPR compliance underway.

Second, a trusted partner network. In 2025, Playlab reached 80,000+ additional educators through professional learning organizations who embed Playlab into their own training — creating a multiplier effect where expertise is distributed, not centralized.

Third, open community growth. Educators share their apps publicly, creating a growing library that others can remix and deploy. One app — CERi, a science feedback tool — has scaled to 35 districts across OpenSciEd national curriculum.

In total, Playlab has reached 7.3 million students through enterprise partnerships, active across four continents. By 2026, we aim to reach 300,000 students and 40,000 educators directly.

How have you modified or added to your innovation?

Playlab has evolved significantly based on what we have learned from educators in the field.

In 2025, five major upgrades: a Knowledge Graph infrastructure so districts and ministries connect their own curriculum frameworks directly to AI tools — making outputs locally relevant rather than generic; deep analytics so creators can measure whether apps achieve their goals; moderation systems trained on real educational usage with full COPPA, FERPA, GDPR and ERMA compliance; full Spanish platform translation and voice input/output for multilingual learners; and integrations with Canvas LTI, Clever, and Google SSO so Playlab works inside existing school infrastructure.

We also launched two programs: the AI Lab Schools Network, where school teams design AI-integrated learning models that serve as public exemplars; and the AI Design Fellowship in NYC, where educators design and pilot AI applications focused on deepening student agency.

Our core principle through every iteration: we transfer ownership. Playlab builds capacity so that schools and systems can sustain AI use independently — not remain dependent on any single vendor.

If I want to try it, what should I do?

Visit playlab.ai and create a free account. Within minutes you can explore thousands of educator-built AI applications — or start building your own using our guided app creator.

For individual educators: start with our free AI Agency 101 course — a self-paced learning journey covering how AI works, how to design AI tools for your classroom, and how to evaluate when AI is the right solution.

For schools and districts: Playlab offers partnership programs combining platform access with professional learning. Our team designs a tailored AI adoption roadmap — from initial workshops to full AI Lab School implementation, with dedicated support and organizational analytics.

For education systems and ministries: Playlab has experience operating at national scale. Our Ghana Ministry of Education partnership demonstrates how Playlab can be localized, scaled, and sustained within a national curriculum framework.

We work with organizations across North America, Europe, Africa, and South Asia — and are actively expanding in the EU with dedicated GDPR-compliant infrastructure. To explore a partnership, visit playlab.ai.

Implementation steps

Create a free account at playlab.ai
Go to playlab.ai and sign up for free. No payment or technical knowledge required. Once registered, you get immediate access to the full platform. Schools can set up a shared workspace so their whole team builds and shares AI tools together from day one.
Complete the AI Agency 101 course
Start with our foundational AI Agency 101 course, built for educators with no coding experience. In under 90 minutes, you will learn what AI can and cannot do, how to think critically about AI tools, and how to build your first simple AI-powered resource. Educators leave with a working tool and the confidence to keep building.
Build your first custom AI tool
Use Playlab's no-code builder to create a custom AI tool for your classroom or school context — a lesson planner, student feedback assistant, differentiation helper, or parent communication aid. Templates and worked examples guide you at every stage. Most educators build and publish their first tool within 30 minutes.
Test with students and gather feedback
Share your tool with students or colleagues and observe how they use it. Playlab tracks engagement and usage in real time, so you can see what is working and what needs adjusting. Use this data to iterate quickly. One cycle of testing and refining is usually enough to get to a tool you are proud to share more widely.
Share, scale and sustain across your school
Publish your tool to the Playlab community or share it within your school network. Invite colleagues to remix your tool or build their own. School leaders can monitor adoption across classrooms and measure impact using Playlab's analytics dashboard. The most effective schools designate a Playlab champion to maintain momentum and support new builders over time.

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