Case Study · Social Impact · International Students
Global Buddy
An AI companion that helps international students navigate a new country — from SSN and banking to cultural norms, 24/7 and judgment-free.
A quick read before you dive in
An AI-powered companion that answers both practical and cultural questions for international students and immigrants — available 24/7, judgment-free, and completely free.
The emotional and logistical burden of immigration falls entirely on the individual. AI can democratize access to guidance that used to require expensive advisors, lucky connections, or hours of fragmented Googling.
First-year international students in the US (especially from South Asia, Southeast Asia, and Latin America), new immigrants, exchange program participants. Personal context: built this product as an international student myself.
As product builder, I led research, prioritization, product decisions, and the end-to-end experience — from problem framing to the shipped flow.
What no one tells you when you move countries
There are over 1 million international students in the US alone. Every single one had to figure out the same overwhelming things by themselves — Social Security Number, banking, housing, health insurance, cultural norms, how to make friends, what 'networking' even means here.
There is no single resource that helps. Google is fragmented. University advisors are overloaded with hundreds of students. Friends from home don't understand the specifics. This is a massive, daily, underserved support gap — and I lived it as a Cornell international student myself.
Fragmented information
SSN, banking, housing, visa, healthcare — no single trusted place explains any of it in one flow.
Limited advisor time
University international offices are stretched across hundreds of students with the same recurring questions.
Embarrassment barrier
Students feel they should already know 'basic' things — so they don't ask, and quietly struggle.
Culture on top of logistics
Even after paperwork, tipping, small talk, and workplace norms are their own second learning curve.
Who are we truly building for?
Two users: the one in the trenches, and the one trying to help them at scale.
The International Student
Newly arrived, overwhelmed, often embarrassed to ask questions that feel 'too basic' to ask a real person.
- ·One trusted resource for 'how do I do X in this country'
- ·Help navigating bureaucracy (SSN, bank account, visa renewal)
- ·Cultural context — norms, tipping, professional etiquette
- ·A judgment-free space for questions they're embarrassed to ask
University International Offices
Advisors who are stretched thin trying to support hundreds of students with the same recurring questions.
- ·A scalable first-touch support tool that handles common queries
- ·Reduced advisor workload on basic procedural questions
- ·Better international student retention and satisfaction data
What the research kept telling me.
- ✦Practical and cultural questions arrive tangled — students need both answered in the same conversation.
- ✦24/7 access matters more than depth: most questions surface late at night, days before a deadline.
- ✦Personal lived experience as an international student surfaced needs interviews alone would have missed.
What hurts most — and why it matters
Pain points from interviews with first-year international students.
| Pain point | Urgency | Frequency | Impact | Chosen |
|---|---|---|---|---|
| Confusing bureaucracy (SSN, visa, banking) | High | High | High | ✓ |
| Cultural adjustment anxiety | Med | High | High | ✓ |
| No centralized resource exists | High | High | Med | — |
| Social isolation and loneliness | Med | High | High | — |
Lead with practical + cultural. An AI that can tell you how to open a bank account AND explain why Americans say 'we should hang out sometime' without meaning it — that's what actually changes someone's first year.
Three solutions. One companion.
AI Companion Chatbot
Answers country-specific practical questions on banking, housing, visa, healthcare, taxes, and more — available 24/7 with no waitlist and no judgment.
Cultural Guide Module
Explains American norms, etiquette, tipping culture, workplace behavior, and social expectations — with warmth, humor, and zero condescension.
Community Connection
Connects users with peers from the same background or facing the same challenges — turning individual struggle into shared experience.
What I picked — and what it honestly cost.
| Solution | Benefit | Limitation |
|---|---|---|
| AI Chatbot | Always available, scalable, immediate value | Needs accurate, up-to-date training data |
| Cultural Guide | High value, deeply appreciated by users | Static content requires regular updates |
| Community Feature | High long-term engagement, emotional value | Requires critical mass to be useful |
Launch the AI companion first, supported by cultural guidance. Community is powerful, but only becomes valuable once there's a critical mass of active students — so it's deferred to a later phase, not shipped empty.
How I moved from problem to shipped product.
- Step 01Lived contextFirst-hand international student experience→
- Step 02Problem mappingSSN, banking, housing, visa, culture→
- Step 03PrioritizationPractical + cultural chosen first→
- Step 04ScopingCommunity deferred until active users exist→
- Step 05PrototypeAI companion + cultural guide→
- Step 06IterationCopy, tone, coverage of common questions→
- Step 07ShipDeployed as a live web product→
- Step 08NextAdd community when active users make it useful
What was actually built and shipped.
"Global Buddy is proof that AI can be a great equalizer — giving every international student access to the guidance that used to be reserved for those lucky enough to already know someone. No one should have to figure out a new country completely alone."
Snapshot metrics above describe product features and market context — not verified adoption numbers.
What this project taught me as a PM.
Empathy scales when advisors can't
AI is not a substitute for human counselors — but it can be the always-open first door that keeps students from being alone at 2am.
Sequencing beats feature count
Shipping community too early would have looked empty. Deferring it protects the product's perceived value.
Lived experience is a research asset
Being the user made prioritization sharper — I knew which questions actually surface first.
What I'd test next
A pilot with a university international office measuring resolution rate for common questions and advisor time reclaimed.