Real Estate & PropTech

Intelligence for a market built on information asymmetry.

Property valuation models, document intelligence, virtual staging, and market signal extraction — built for the speed that real estate decisions demand.

The progression

Start where you are.
Build toward the frontier.

We meet you at your current maturity level and build a clear path forward — from foundational implementation to research-grade capability.

01
Extract value from every document

Document Intelligence

  • Lease & contract parsing & clause extraction
  • Property listing data extraction & enrichment
  • Market report extraction & structuring
  • Document classification & routing
  • Title & deed analysis automation
02
Pricing intelligence at machine speed

Valuation & Analytics

  • Automated Valuation Models (AVM)
  • Comparable property analysis (comp engine)
  • Investment risk scoring & cap rate modeling
  • Market trend forecasting
  • Neighbourhood-level demand signal extraction
03
The property, reimagined

Visual & Generative AI

  • Virtual staging (diffusion-based, photorealistic)
  • Floor plan generation & conversion
  • 3D reconstruction from 2D images
  • Property video generation from stills
  • AI-powered listing copy generation
What you get

Shipped artifacts,
not slide decks.

Every engagement ends with working software, documented systems, and a team that knows how to extend them.

Document processing pipeline

Automated extraction and structuring of leases, contracts, and market reports at scale.

Valuation model & API

AVM calibrated on local market data, accessible via API for integration into your platform.

Virtual staging system

ComfyUI-powered diffusion pipeline that transforms empty rooms to furnished spaces in seconds.

Market intelligence dashboard

Live signals from listing data, transaction records, and demographic trends — unified in one view.

Proof of work

See it in
production.

Real engagements from this practice area — the challenge, the build, and the outcome.

Days → mins Video production turnaround
  • Select images, click once — agent handles sequencing and narration
  • Consistent brand-quality output across every listing
  • Exports directly to the listing — no manual publish step
Middle East
Real Estate · Scale-up Read case study

AI Agent That Turns Property Images into Polished Listing Tour Videos

Built an agentic pipeline that takes a set of property images selected by a user and orchestrates them into a publication-ready listing tour video — automatically, end to end.

Diffusion PipelineAgent OrchestrationImage Selection UIVideo Composition EngineTTS NarrationListing Data IntegrationExport & Publish Pipeline
Text + Voice Native input — one interface
  • Property search, comparison & shortlisting inside a single chat
  • Booking completed without leaving the conversation
  • Live property database queries via natural language
Middle East
Real Estate · Scale-up Read case study

An AI Broker That Finds, Compares, and Books — by Text and Voice

Built a conversational AI broker that accepts text and voice input, queries live property databases, generates comparisons, and completes bookings — all within the same chat session.

Voice AI (STT/TTS)Property Database APINL-to-SQL EngineComparison EngineShortlisting LayerBooking Flow IntegrationConversational UI
15M+ Data rows ingested & normalized
  • 42% reduction in query latency
  • Natural language to SQL across the full dataset
  • Prototype to customer-ready in 90 days
India
Real Estate · SME Read case study

Building a Big Data AI Assistant in Real Estate

Ingested 15M+ rows, cut query latency 42%, and launched an AI chat prototype in 90 days — helping the client move toward becoming one of India's first AI-driven real estate SMEs.

Cloud-native Data InfrastructureRAG PipelineNatural Language to SQLQuery Caching and IndexingConversational AI Interface
Ready to build?

Your Real Estate & PropTech stack
starts with one call.

Book a 30-minute strategy session. We'll map your specific opportunity in real estate & proptech, identify the highest-leverage starting point, and tell you exactly what an engagement looks like.

Usually responds within 24 hours