AI for real estate that qualifies the lead before you pick up the phone.
We embed engineers inside developers, brokers, IPCs, and PropTech platforms for 4 weeks sit with sales teams, shadow site visits, audit CRM hygiene, map every channel partner. Then we ship conversion-moving AI every month. 2.8x increase in qualified site visits per ₹1L ad spend is not a slide it is what a Pune developer measured in 90 days.
qualified site visits per ₹1L ad spend
faster broker booking cycle
uplift in lead-to-visit conversion
Why "AI for real estate" usually gets replaced by another CRM
The assistant doesn't know your inventory
A generic WhatsApp bot that doesn't know which tower, which floor, which BHK is available at what price cannot qualify a lead. Buyers bounce to a human anyway.
Scoring uses marketing-only signals
Models built on form data miss the real signals callback requests, WhatsApp replies, site-visit RSVPs. Scoring accuracy stays low.
Channel partners are treated as a reporting stream
Brokers move deals; the AI is built for direct leads. The tool gets ignored where 50% of the volume lives.
RERA obligations are retrofitted
Document automation without RERA-specific templates creates legal exposure. Legal forces a full manual re-review, and the time saving evaporates.
Every metric is a problem we solved.
Real numbers from live real estate & PropTech deployments.
Every lead gets the same call
Broker bookings wait on live inventory
Site visits no-show at 22%
Listings take days to attribute and publish
What your team actually says.
"My CPL is ₹3,800. My cost per site visit is ₹41,000."
Head of Marketing
"50% of tele-calling time is on disconnected numbers."
Sales Head
"22% of our site visits are no-shows."
Site Sales Manager
"Every broker wants availability live. My CRM updates nightly."
Channel Partner Head
"MoU drafting takes 3 days per deal."
Legal / Ops
"I have 400 listings across 12 portals. Attributes don't match."
IPC / Brokerage CTO
Use cases that move the needle.
01Lead Intent & Channel-Quality Scoring
ML scores ad-channel lead quality in real time; feeds bidding back to marketing.
02CRM Hygiene & De-Duplication Agent
Continuous merge, validation, enrichment, and note-summarisation across millions of CRM records.
03AI Site-Visit Booking Assistant
WhatsApp / voice agent qualifies leads and books confirmed site visits with cab and slot coordination.
04Channel Partner Portal with AI Co-Pilot
Broker-facing assistant for inventory, pricing, pitch decks, and availability live.
05AI-Drafted MoU and Registration Docs
Auto-drafts MoU, allotment letters, and registration packets from CRM + pricing + unit plan.
06Listing Intelligence for Brokers / IPCs
Computer vision + LLM extracts attributes from listing photos and generates compliant descriptions.
Four pillars. Translated for Real Estate.
An Engineer Inside Your Sales Gallery
Our Forward Deployed Engineer sits in your sales gallery, shadows site visits, rides with brokers, and reads RERA circulars. They understand why your weekend visits convert 3x what weekday visits do.
Market-Grade R&D
Our Research Engineers run 2-week sprints on your lead, call, visit, and deal data channel-quality decay, nurture-window behaviour, broker cohort performance so the solution works on your market, not a Zillow dataset.
A Working Release Every 30 Days
Mid-month pilot with one sales pod. End-of-month rollout across one project. Every release ships with legal sign-off and a measurable CPL / CPV / closure-cycle impact.
We Own the Booking-Per-Crore Number
We don't bill hours. Every month you get delta on CPL, CPV, lead-to-visit, visit-to-booking, closure cycle, and booking per crore of ad spend. If the numbers aren't moving, you'll know.
What happens in the first 30 days.
Journey Walk & Data Inventory
Our engineer shadows marketing, tele-calling, site sales, broker desk, and legal. Maps ad platforms, CRM, telephony, inventory, and documentation systems.
RERA & Process Alignment
RERA obligations, allotment policies, broker contracts, and approval workflows documented. Data hygiene baseline measured.
AI Opportunity Scoring & Mockups
Each opportunity scored by booking-per-crore impact, feasibility, and data readiness. Mockups validated with sales and legal.
Strategy Deck & Roadmap Delivery
12-month AI roadmap, cost-benefit case, integration architecture, and measurement plan handed over. Yours to keep.
What you walk away with
We speak your regulatory language.
Regulations & Certifications
- RERA — Real Estate (Regulation and Development) Act
- DPDPA 2023 — Digital Personal Data Protection Act
- Registration Act — Documentation and registration compliance
- GST — On under-construction property
- TRAI Regulations — Tele-calling and DND compliance
Data & Protocol Standards
- RESO Data Dictionary (where applicable)
- schema.org / RealEstateListing
- OpenAPI / REST
- DKIM / SPF (marketing email)
Enterprise Systems We Integrate
- CRM Salesforce Real Estate Cloud, Zoho CRM, Sell.Do, Propacity, LeadSquared
- Inventory In4Velocity, Yardi, Farvision
- Telephony Exotel, Knowlarity, Ameyo
- Ad Meta, Google, Housing.com, 99acres
- Collaboration WhatsApp Business API
- DMS SharePoint, DocuSign
Questions we hear on the shop floor.
Book the 4-Week Real Estate Audit
RERA-aware. Salesforce / Zoho / custom-CRM native.
The first step is always a conversation.