Software Developer |...ย โขย 2m
I built an end-to-end AI concierge for Airbnb & Booking com โ without hallucinations. Over the last few weeks, I built a fully automated AI workflow that reads guest manuals, understands messages, and replies safely and accurately at scale. This isnโt a wrapper. Itโs a production-grade system integrated into real booking infrastructure. Hereโs the architecture: 1. The Event Pipeline: Guest messages from Airbnb or Booking.com hit a Hostaway Webhook. A Firebase Cloud Function captures the payload and writes it to Firestore, triggering the AI pipeline. 2. Phase 1: Intent & Risk Classification Using Vertex AI (Gemini 2.5 Flash), the system analyzes conversation history. ใปIt outputs structured JSON to determine: ใปUrgency: (Low/Medium/High) ใปIntent: (Check-in, Complaint, Emergency, Request) ใปSafety: Can we auto-reply? Result: If itโs a sensitive issue or emergency, the AI stops immediately. No risky auto-replies.

Every Dream is Worth...ย โขย 1y
Need some suggestions on my Start-up Idea๐ก ------- ๐ Introducing Mr. Bnb โ The AI-Powered Airbnb Automation Assistant! ๐ก๐ค Managing an Airbnb property is time-consuming and complex โ from handling guest messages to cleaning schedules, dynamic
See MoreHey I am on Medialย โขย 7m
Hospitality is about care, not chaos. With AI SaaS + Automation Tools, hotels & resorts can: ๐ Automate booking & check-in ๐ Use AI chatbots for guest queries ๐ Predict guest preferences with AI insights AI = Happier guests + Smoother operations
See MoreHey I am on Medialย โขย 1y
A wedding planning service that digitally helps couples organize their dream destination wedding abroad or in Indiaโs most picturesque locations: 1. Venue booking 2. Digital booking for guest and couple accommodations 3. Custom wedding venue desi
See Morefuturistic founder.....ย โขย 1y
Guest books the hotel through OYO platform. when he reaches the hotel, receptionist asks to cancel the booking on the OYO platform and he'll offer the room to the guest, with a different cost which is fixed. Now, it looks like a mutual benefit for h
See MoreWe make automations ...ย โขย 4m
Tired of replying to the same WhatsApp messages again and again? Now you can automate replies, extract leads, analyse chats and even get conversation summaries โ all using AI. WhatsApp isnโt just for chatting anymore. Itโs for smart business. . . . .
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18 || enterpreneurย โขย 1y
hey you ever thought about cold calls messages and handling those calls or you might feel shy or unconfident. then here I got your solution. the idea is of creating an group of ai agent that do calls handle calls and scrape the web and do messages a
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