Boutique Hotel Concierge

Inndira is an AI concierge that helps travellers discover boutique hotels in New Orleans through natural conversation. Unlike traditional hotel search engines that overwhelm users with hundreds of generic results, Inndira guides travellers through a personalised discovery process, then curates exactly 3 perfect boutique hotel recommendations.
The system combines multiple AI models and real-time search APIs to deliver personalised recommendations, and can email curated picks directly to travellers with insider tips and booking guidance.
The Problem
Traditional hotel search is broken for boutique travellers:
Information Overload
Major booking sites return 200+ results, mixing chain hotels with authentic boutique properties.
No Personalisation
Filters are binary (pool: yes/no) but cannot understand nuanced preferences like "historic charm with modern amenities" or "quiet but near nightlife".
Chain Hotel Dominance
Search algorithms favour large chains with bigger advertising budgets, burying unique boutique properties.
Decision Fatigue
Travellers spend hours comparing options, reading reviews, and second-guessing choices.
No Human Touch
Chatbots answer FAQs but cannot provide the warm, knowledgeable guidance of a local concierge.
The Solution
NFI built Inndira on LangGraph: a conversational AI concierge that feels like chatting with a knowledgeable local friend.
1. Intelligent Conversation Flow. Inndira guides travellers through a natural dialogue, gathering preferences one question at a time. The system understands context and accepts vague answers like "surprise me" or "not sure", adapting its recommendations accordingly.
2. Smart Hotel Curation. Rather than returning hundreds of results, Inndira delivers exactly 3 handpicked boutique properties, each with a personalised explanation of why it matches the traveller's preferences.
3. Seamless Lead Capture. After presenting recommendations, Inndira offers to email the curated picks directly to travellers. Each email includes hotel images, booking links, neighbourhood insights, and insider tips, all validated for deliverability before sending.

The Results
3 Curated Picks vs 200+ Generic Results
Eliminates decision fatigue with exactly 3 personalised boutique hotel recommendations tailored to each traveller's unique preferences.
Under 2 Minutes to Discovery
From first message to personalised recommendations in less than 2 minutes, compared to hours of traditional search.
85% Cost Reduction
Tool-based analytics track only selected hotels, dramatically reducing operational costs compared to tracking all search results.
99.9%+ Uptime
10-model fallback sequence across 4 providers (Anthropic, OpenAI, Google AI, Groq) ensures reliable service around the clock.