The qualified-buyer
demand engine.
AI that captures demand, qualifies every buyer in their own language, and delivers only sales-ready buyers to the seller. Turning wasted ad spend into closed deals.
Sellers pay for demand —
and waste most of it.
Indian developers spend ₹38,000 crore a year generating leads. Most never convert — they die in the gap between a click and a closed sale.
Too slow
First reply takes hours. Real buyers cool down and message the next builder.
Drowned in junk
Of 100 paid leads, ~15 are real. Teams burn their best hours on the other 85.
Flying blind
Sellers can't see which spend actually works, or whether buyers are mishandled.
From signal to sale, automatically.
We qualify every buyer in seconds and hand the seller only sales-ready buyers — while every other lead is captured, scored, and nurtured in our demand graph.
Capture
Leads from ads, portals, and sites — unified in one place or generated on demand.
Engage
Instant WhatsApp reply, in fluent Telugu or English, at any hour of the day.
Qualify
AI extracts budget, timeline, and intent through natural conversational flow.
Route
Only verified, sales-ready, and budget-fit buyers reach the seller's internal team.
Nurture
Every other buyer is stored and re-marketed within our compounding Demand Graph.
Close
The sales rep receives a perfectly warmed buyer plus the verified land answer.
A compounding data moat,
not just a feature.
Commodity tools reply fast. None own what we accumulate. We own the conversation that actually converts.
The Demand Graph
Every qualified and unqualified buyer is scored and nurtured across sellers. No builder, CRM, or portal has this cross-venture view — and it compounds daily.
Local Intelligence
Qualification tuned to Hyderabad micro-markets, plus a growing library of land-objection responses (HYDRAA, FTL, title fears) that actually win deals.
Governance Intelligence & Orchestration
Before building the Real Estate Demand Engine, we engineered the core AI orchestration layer to solve state-scale crisis coordination.
We built an AI system that sits above existing government early warning infrastructure. It reads data without writing to it and automatically translates incoming signals into parallel, department-specific action briefs.
Real Estate is the beachhead.
The same engine — capture demand, AI-qualify, route only the ready, nurture the rest — works anywhere sellers waste expensive leads on high-consideration purchases.
Founder-led build,
operator-led distribution.
The rare pairing: someone who can build the AI, and someone who can open the doors.
AI Engineer and product builder. Built ARTHRYX's multi-agent AI demand engine from the ground up. Experience building AI products across GovTech and FinTech. Leads Product, AI, and Engineering.
20+ years in Telangana & Andhra Pradesh real estate. Deep relationships with developers and channel partners. Leading initial pilot deployment and market access.