Distinct Cloud Labs | AI Decision & Analytics Engine

Project - Overview

The AI Decision Engine is an AI-powered hospitality intelligence platform built to convert unstructured property data into clear, competitive insights. It ingests and unifies data from Booking, Airbnb, Vrbo, and PriceLabs using a scheduled and event-driven ETL pipeline designed for scale and reliability.

The platform enriches raw data using AI and vision models, performing image-to-text analysis, quality scoring, room orientation detection, and hero image identification. This enables accurate competitive benchmarking across pricing, visuals, amenities, and overall market positioning.

All insights are translated into actionable recommendations through a decision engine and presented via a frontend dashboard. Users gain visibility into revenue metrics, AI-generated photo suggestions, captions, review analysis, and content gaps—driving smarter, data-backed property decisions.

What we built

Built an AI-powered Decision Engine for the hospitality domain that transforms unstructured property data into clear, competitive, and actionable insights for smarter decision-making.

Unified ETL & Data Ingestion Layer

Scrapes and ingests data from Booking, Airbnb, Vrbo, and PriceLabs
Runs on scheduled jobs, webhooks, and event-based triggers
Normalizes and structures raw property and pricing data

AI Enrichment & Vision Analysis Layer

Uses vision models to convert listing images into structured text
Performs image tagging, quality scoring, hero image detection, and room orientation analysis
Enables visual and content-based competitive benchmarking

Decision & Recommendation Engine