MobilityMate - AI-Powered Hub for Borderless Opportunities

Landing page
Dashbaord overview with profile
Visa recommendations and document checklist
Document checklist required for selected visa
Travel planning with document checklist, navigation and cost estimation
Cost estimation of the travel
Culture and language module with culture guide, translation and inclusion check
Jobs and talent with real jobs fetching with filters users can set

Inspiration

Global mobility (studying abroad, relocating for work, international internships) is stressful because the journey is fragmented across visa rules, document requirements, timelines, and coordination with others. We wanted a single, calm hub that turns “I don’t know where to start” into a clear, actionable plan—powered by AI.

What it does

MobilityMate is an AI-powered hub for borderless opportunities that helps users:

Build a mobility profile (key inputs that drive personalization)
Get visa guidance (visa recommender + visa calculator-style planning support)
Organize documents (document hub + readiness checklist)
Extract info from documents (passport scanning / document understanding)
Prepare for the move holistically (AI copilots for travel, culture, talent/interview prep, and collaboration)
Coordinate via integrations (calendar + sharing + Slack/Discord-style notifications)

How we built it

Frontend: Next.js (App Router) dashboard experience with dedicated pages for Mobility, Travel, Culture, Talent, and Collaboration.
Backend/API: Next.js API routes for AI features and integrations (auth + calendar + Slack/Discord endpoints).
AI layer: dedicated AI endpoints for recommendations and “vision” style document understanding (used by passport/document scanning).
Data/context: profile + auth context providers to keep recommendations consistent across the app.
Utilities: caching/util helpers to keep the experience responsive.

Challenges we ran into

Keeping AI outputs structured so they turn into tasks, not walls of text.
Handling document signals safely (extracting useful fields without over-promising correctness).
Designing a cohesive UX across multiple domains (mobility + travel + talent + culture) without feeling like separate apps.
Integration complexity: aligning auth flows and external service expectations with a hackathon timeline.

Accomplishments that we’re proud of

Built an end-to-end mobility workflow: profile → guidance → checklist → document hub → coordination.
Added document scanning/understanding to reduce manual entry.
Delivered multi-domain copilots (visa, travel, culture, talent) under one consistent interface.
Implemented real coordination hooks (calendar + sharing + Slack/Discord endpoints).

What we learned

Users trust AI more when it’s paired with clear next actions and a readiness view.
The hardest part isn’t generating advice—it’s turning it into a plan people can follow.
Integrations dramatically increase real-world usefulness because they reduce follow-up friction.

What’s next for MobilityMate – AI-Powered Hub for Borderless Opportunities

Country-specific rule packs and a clearer “source of truth” layer for requirements.
Deadline engine: auto-generate timelines and reminders from a target move date.
Collaboration mode: share a case with family/HR/lawyer with permissions.
Document validation: detect missing fields/expired dates and recommend fixes.
Richer integrations: Gmail/Drive, Notion/Jira tasks, and more calendar intelligence.