Pass-Exams

Deploy Your Own AI Content Engine

We provide a powerful, white-label Machine Learning solution that transforms your proprietary content into an interactive, AI-driven application. This platform is a case study in that vision.

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A photo of the founder, Gwen.

Who We Partner With

From individual educators to global organizations, our platform is built to scale.

Parents & Tutors

Use our AI Sandbox to instantly turn homework notes into fun, interactive worksheets for your child or student.

Teachers & Educators

Deploy a simple, private learning tool for your classroom. Use our engine to create quizzes from your lesson plans.

Institutions & Firms

Launch a fully custom-branded, AI-powered learning platform with your proprietary curriculum for large-scale training.

NGOs & Non-Profits

Transform your advocacy materials into engaging, educational campaigns to raise public awareness for your cause.

A Platform for Machine Learning Solutions
We empower organizations to leverage our AI/ML framework with their own expert content.

Our mission is to democratize access to sophisticated machine learning tools. We understand that the true value of AI is unlocked when it's applied to high-quality, proprietary content. Our platform is not just a learning tool; it's a content-agnostic engine designed to be white-labeled.

We offer partnership models for institutions that want to deploy their own AI-powered applications without the massive overhead of building an in-house ML team.

Content Ingestion

You provide your curriculum as simple text; our engine does the rest.

White-Label Branding

We deploy a version of the platform with your brand, your logo, and your content.

Multilingual Content

Our AI can translate your content on the fly, helping you reach a global audience.

Rapid Deployment

Launch your custom-branded learning application in a fraction of the time it would take to build from scratch.

If you are an institution with a valuable content library, a certification body, or a corporation looking to enhance your training, we provide the engine to bring your content to life.

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Let's discuss how our platform can be tailored for you.

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Democratizing Educational Intelligence

An NTU Research Pilot for Multilingual, Adaptive Learning

Presenter: Gwendalynn Lim Wan Ting (NTU Data Science & AI)

[1]The Research Question

Can AI Bridge the "Language-Logic" Gap?

The Context:

Many learners struggle not because they lack intelligence, but because the language of an exam creates Cognitive Friction.

The Goal:

To test if a Multilingual, Adaptive AI System can reduce failure rates in high-stakes exams by diagnosing logic gaps, not just marking answers wrong.

[2]The Technology

Semantic Bridging:

Our app allows students to toggle languages instantly, ensuring concept comprehension even if they struggle with vocabulary.

Accessibility:

A mobile-first design that works on the devices learners already own. No expensive hardware required.

[3]The "Empirical Learning" Engine

Moving Beyond Pass/Fail.

The Innovation:

The system tracks learning patterns (hesitation time, translation use) to understand *how* a learner is struggling, not just *what* they got wrong. This data feeds the AI, allowing it to know what kind of content to generate next to address specific knowledge gaps.

The Value for Institutions:

We provide anonymized Learning Insights that help educators identify where a cohort is struggling, allowing them to stop wasting time on fundamentals and focus on high-level concepts.

[4]The Pilot Proposal (Zero Risk)

The Offer:

Free, full-featured access to our platform for a select cohort of your learners or employees.

Our Request:

Permission to use the anonymized, aggregated usage data for an NTU-affiliated Machine Learning Research Project.

The Outcome:

Your institution gets a cutting-edge tool for free; we get the data to prove a revolutionary learning model. A true win-win.

A New Model for Institutions
Raise your academic standards and create new revenue streams. Stop wasting time on fundamentals.

Our white-label solution offers more than just a teaching tool; it's a strategic asset. By integrating our AI-powered platform as a preparatory step, you can mandate a higher baseline of knowledge for your students.

Think of it as the "LSAT for everything." You set the standard; we provide the scalable tool for students to meet it.

This allows your faculty to stop wasting valuable time on fundamentals and focus on advanced, high-level instruction. It also creates a new B2C revenue opportunity, as prospective students invest in the preparatory tool required to join your elite program.

If you're an expert who builds your own tools, we speak the same language. Let's talk.

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See The Engine in Action
Want to see how we turn text into a worksheet? Try our ML Sandbox to experience the core technology that powers our white-label solutions.