Gemini Hackathon project for AI assisted cross border partner discovery.

LaunchKey helps German mid market companies explore potential partners in Indonesia through company profiling, ranked recommendations, risk and opportunity context, and culturally informed outreach.

• Guided company profiling and market readiness checks
• Partner lead ingestion and enrichment
• Compatibility scoring with opportunity and risk explanations
• Relationship views connecting companies, leads, and market signals
• Culturally calibrated outreach drafts supported by Gemini

1. Describe the German company, industry, and expansion goals.
2. Review profile completeness and market fit information.
3. Explore ranked Indonesian partner recommendations.
4. Open a recommendation to compare signals, opportunities, and risks.
5. Inspect the relationship graph and prepare an outreach draft.

flowchart TD
    A[Browser experience] --> B[Firebase Functions API]
    B --> C[Profile and lead services]
    B --> D[Matching and graph services]
    B --> E[Gemini outreach generation]
    C --> F[Firestore]
    D --> F
    E --> F
    B --> G[Upload storage]

The public repository does not include the application source or production data.

View the public project materials