Atlas Exchange

The description states that Atlas Exchange is an interactive planning platform for university students preparing for overseas exchange. It helps students turn a partner university choice into a practical, personalized plan covering housing, budgets, local life, packing, and deadlines.

It includes:

• A scroll-driven world-to-campus introduction
• Partner-campus HUD screens
• A 3D campus orbit that moves through exchange options as students scroll
• University search by institution, city, country, or partnership route
• Local campus imagery for the universities represented in the platform

The product is described as beginning with a cinematic journey from Earth-scale views of exchange possibilities into real partner-campus imagery and then into a planning environment tailored to the selected destination.

Not evidenced No information on actual functionality, user interface details beyond visual design, or whether it has been built for production use. The author describes what the product should do, not what it currently does.

The description states that Atlas Exchange was designed to make the exchange journey feel less like an administrative maze and more like a future a student can confidently picture.

It positions itself as:

• A way to turn exchange planning from a collection of browser tabs into a structured, immersive experience
• An alternative to fragmented workflows involving multiple websites, spreadsheets, and advice from seniors
• A tool that helps students move from “I have heard of this university” to “I can picture myself studying and living there”

The author frames the problem as:

The planning challenge can be described as:

$$

\text{Exchange Readiness} = \text{Logistics Preparedness}

$$

This suggests a shift from a list-based approach to one that emphasizes readiness through logistics.

Not evidenced No evidence of how this positioning has evolved over time, or whether it was tested with users. The claims are self-reported and unverified.

The description states that Atlas Exchange is for university students preparing for overseas exchange.

It targets:

• Students who are accepted into exchange programs but need to prepare for living abroad
• Those who want to understand the lived reality of studying in a new country
• Users who currently use fragmented workflows involving multiple sources to plan their exchange

The author notes that parents may also be concerned about housing, cost, safety, and logistics, suggesting that parental involvement could be part of the target audience.

Not evidenced No evidence of actual customer segments, personas, or user interviews. The ICP is inferred from the problem statement rather than validated.

The description states that Atlas Exchange is a self-reported platform for students preparing for exchange programs. It does not mention any pricing model, monetization strategy, or business model.

Not evidenced No information on how the platform intends to make money, if at all. The author does not describe any paid features, subscriptions, or revenue streams.

The description states that Atlas Exchange was built using:

• Next.js
• React
• TypeScript
• Node.js
• Framer Motion
• Three.js
• Vercel
• Google Maps API
• NUSMods API
• PDF-lib
• Zod
• REST APIs
• WebGL
• CSS
• GitHub

It was submitted to the OpenAI 2026 hackathon.

Not evidenced No evidence of deployment, scalability, or production readiness. The technical stack is listed but no information on performance, infrastructure, or delivery mechanisms is provided.

The description states that Atlas Exchange was submitted as a hackathon project to the OpenAI 2026 hackathon and is described as an early-stage idea.

There is no evidence of:

• User adoption
• Revenue
• Customer feedback
• Product usage metrics
• Any form of traction beyond the submission itself

Not evidenced No data on how many users, if any, have used the platform or how it has evolved since the hackathon.

The description states that students currently use a fragmented workflow involving:

• University websites
• Accommodation platforms
• Google Maps
• Visa pages
• NUSMods
• Spreadsheets
• Advice from seniors

It implies that there is no single platform that consolidates this information in a destination-specific way.

Not evidenced No evidence of existing competitors, market analysis, or competitive positioning beyond the stated problem. The author does not reference any direct or indirect competitors.

• No traction or usage data: The project is described as a hackathon submission with no evidence of real-world adoption.
• Unproven business model: No indication of how the platform will generate revenue or sustain itself.
• Highly subjective design claims: The visual and emotional appeal of the product is emphasized, but there is no evidence that these elements improve decision-making or user outcomes.
• Limited scope for scalability: The project appears to be a prototype with no indication of how it would scale beyond a single hackathon submission.
• No validation of customer needs: The author describes a problem and solution, but does not provide evidence of user research or feedback.

Inference If the platform is only used by students in a hackathon setting, its potential for commercial viability may be limited unless further development and traction are demonstrated.

1. What specific problems do you observe in current exchange planning workflows?
2. Have you conducted any user research or interviews with students preparing for exchange?
3. How do you plan to validate the usefulness of the platform beyond the hackathon?
4. Is there a clear path from prototype to production, and what are the key milestones?
5. What is your long-term vision for monetization or sustainability?
6. Have you identified any competitors in this space, and how does Atlas Exchange differentiate itself?
7. How do you plan to onboard users and encourage adoption?