AI marketplace·2026
NativeTravel — an AI-first travel marketplace
A two-sided marketplace of local experiences with AI personalization: tours, restaurants, events and activities. A multi-tenant architecture supporting multiple cities and brands, semantic search on pgvector, AI recommendations, translations and moderation via Claude. A Fastify + tRPC backend and a Next.js 15 + React 19 frontend. The project is in active development.
FastifytRPCPrismaPostgreSQLpgvectorNext.jsReact 19Claude
Project goals
- Build a two-sided marketplace of local experiences with AI matching
- Implement multi-tenancy for multiple cities and brands
- Introduce semantic search and recommendations on embeddings
- Keep the app working even without AI keys (deterministic fallback)
Tasks
- Design a monorepo: a Fastify + tRPC v11 backend and a Next.js 15 frontend
- Model the domain (~45 Prisma models, 27+ modules)
- Wire up PostgreSQL 15 + pgvector for embeddings and semantic search
- Integrate Claude (chat, translations, moderation, vision) and OpenAI (embeddings)
- Implement bookings, payments (Stripe/Kaspi) and host payouts
- Build a partner REST API for channels (OTA) with Bearer auth
- Set up deployment via Docker Compose behind a Caddy reverse proxy
Results
Measurable performance indicators
- Ready infrastructure: monorepo, design system, i18n and an AI layer
- Semantic search and recommendations on pgvector embeddings
- Multi-tenancy: multiple cities, custom domains, per-tenant AI budgets
- A partner REST API for OTAs and channel managers
- A deterministic stub mode — the app runs without AI keys
Key metrics
Specific performance indicators of the project
45+
Data models
27+
Backend modules
3
Languages
pgvector
Semantic search