LearnAdapt Partners

Spin-off applications built on the LearnAdapt ecosystem.

LearnAdapt is designed as a research-grade educational AI platform that can support focused products, institutional pilots, and independent applications. Partners can build on PedOS, governance, telemetry, analytics, and AI orchestration while keeping their own brand, audience, and product strategy.

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Critsly canvas and AI critique product interface

Featured partner: Critsly

Critsly is a standalone critique application that uses LearnAdapt's ecosystem as its shared educational AI runtime.

Critsly

Critique Studio Canvas for design education

Partner application LearnAdapt-backed runtime Independent product brand

Critsly turns design critique into a structured AI-supported workflow around the learner's actual visual artefact. It is not a plugin in the directory; it is a full application with its own public website, product surface, pricing pathway, and partner identity.

The application sits on top of LearnAdapt's shared runtime for authentication, dashboard access, telemetry, governance, AI services, and research evidence. This allows Critsly to move like a focused product while still benefiting from LearnAdapt's PedOS architecture.

Visit critsly.com Explore product Security model

Critsly focuses on critique, reflection, peer review, AI persona feedback, and educator-readable evidence for studio-based learning.

How Critsly sits in the ecosystem

The product keeps its own application experience while using LearnAdapt's backend, governance, and educational intelligence layers.

Independent application

Critsly has its own brand, website, product pages, user journey, and market positioning for design education.

Shared PedOS runtime

LearnAdapt provides reusable platform services such as authentication, dashboards, telemetry endpoints, and AI orchestration.

Evidence and governance

Usage, critique events, reflection patterns, and analytics can be governed through LearnAdapt's consent and research infrastructure.

Research to product

Pedagogical research becomes a practical application without losing the ability to study, evaluate, and improve learning workflows.

Critsly team

Critsly is led by SUTD researchers and designers working across AI infrastructure, product design, and critique pedagogy.

Sumaiyya Ali

Product Lead - UI/UX

Shapes Critsly user experience, product flows, and interface clarity so critique feels intuitive and repeatable.

Master's student, SUTD

Nizam Kadir

Technical Lead

Leads AI/ML full-stack engineering, LearnAdapt infrastructure integration, and the Critique Studio Canvas product system.

PhD student, SUTD

Juan David Salazar Rodriguez

Research Lead - Pedagogy

Leads critique pedagogy research, validation, and research-practice translation for design learning contexts.

PhD student, SUTD

Build a spin-off with LearnAdapt

We partner with research groups, schools, founders, and education teams that want to turn a strong learning workflow into a serious application.

Move faster

Use existing LearnAdapt infrastructure for identity, telemetry, AI services, dashboards, and governance instead of starting from zero.

Stay research-ready

Design pilots with evidence capture, consent boundaries, analytics, and publication-quality data practices from the beginning.

Keep your identity

Launch a distinct product or institutional application while LearnAdapt remains the reliable platform layer underneath.

Interested in building a partner application?

Tell us what learning problem you want to solve, who the application serves, and whether you need a pilot, research collaboration, or full spin-off product pathway.

Contact LearnAdapt