Real Estate & PropTech
Real Estate & PropTech

Intelligence for a market built on information asymmetry.

Property valuation models, document intelligence, virtual staging, and market signal extraction โ€” 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 โ€” 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
01
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
02
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
03
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.

๐Ÿ“„

Document processing pipeline

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

๐Ÿ›ก

Valuation model & API

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

โš™

Virtual staging system

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

๐Ÿ“‹

Market intelligence dashboard

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

Proof of work

See it in production.

Real engagements from this practice area โ€” the challenge, the build, and the outcome.

Days โ†’ mins

Video production turnaround

  • Select images, click once โ€” agent handles sequencing and narration
  • Consistent brand-quality output across every listing
  • Exports directly to the listing โ€” no manual publish step
Middle East
Real Estate ยท Scale-up

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 โ€” automatically, end to end.

Diffusion Pipeline Agent Orchestration Image Selection UI Video Composition Engine TTS Narration Listing Data Integration Export & Publish Pipeline
01

Text + Voice

Native input โ€” 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 ยท Scale-up

An AI Broker That Finds, Compares, and Books โ€” by Text and Voice

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

Voice AI (STT/TTS) Property Database API NL-to-SQL Engine Comparison Engine Shortlisting Layer Booking Flow Integration Conversational UI
02

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 ยท SME

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 โ€” helping the client move toward becoming one of India's first AI-driven real estate SMEs.

Cloud-native Data Infrastructure RAG Pipeline Natural Language to SQL Query Caching and Indexing Conversational AI Interface
03
Ready to build?

Your FinTech & Accounting
AI stack
starts with one call.

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