Voice AI for Real Estate
Qualify property leads, schedule site visits, and nurture buyers in every Indian language
| Lead Response Time | Under 30 seconds (vs hours manually) |
| Qualified Lead Volume Increase | 40 to 60% |
| Site Visit Booking Improvement | 25 to 35% |
| Languages Supported | 22 Indian + 20 international |
| Cost per Interaction | Rs 35 to 45 (vs Rs 120 to 150) |
| Call Deflection Rate | 60 to 70% |
| Pilot Duration | 2 weeks on one project |
Indian real estate has a lead problem
Not a lead generation problem. Developers and brokers in 2026 are spending record amounts on lead gen. Facebook, Google, Housing.com, 99acres, MagicBricks, Instagram, YouTube, offline hoardings, exhibition booths. The leads come.
The problem is what happens next. A typical Indian real estate developer receives thousands of inquiries per month across multiple projects. Most never get a call back. Of those that do, the call happens 4 to 12 hours later, by which point the prospect has moved on to another developer.
Lead response time under 1 minute converts at rates 391% higher than leads contacted in 30 minutes. Real estate is even more time sensitive because the buyer is actively comparing multiple properties.
What ARCA does for real estate
Instant callback in the right language: The second a lead form is submitted, ARCA calls back. In Hindi if the inquiry came from a Hindi speaking region, in Marathi for Mumbai and Pune, in Tamil for Chennai, in Telugu for Hyderabad, in English for international inquiries.
Qualification without burning sales reps: A qualified real estate lead needs budget confirmation, intent timeline, preferred configuration, location preferences, and financing readiness. ARCA handles this in 4 to 5 minutes, 24 hours a day, across every inbound lead. Qualified leads flow into the sales rep's queue. Unqualified leads get nurtured automatically.
Site visit scheduling at scale: Site visits are the conversion event in real estate. ARCA checks team availability, negotiates alternate times, sends calendar invites, confirms the day before, and reminds the morning of. No human coordination needed for 90% of site visits.
Use cases across real estate segments
Residential developers: Large developers running multi tower projects across multiple cities use ARCA for first response across all inbound channels. Inbound lead response time drops from hours to under 30 seconds. Site visit booking rates improve by 25 to 35%.
Commercial real estate: Commercial leasing inquiries get qualified for company size, space requirements, timeline, and budget. Property tours are scheduled with leasing executives automatically.
Broker networks and channel partners: ARCA sits between marketing and on ground brokers, qualifying inbound, routing to the right broker based on location and availability, and following up on broker inactivity.
Rental and resale marketplaces: Platforms use ARCA for inventory verification calls, owner qualification, and tenant screening at scale.
The language reality of Indian real estate
Real estate is where language mismatch hurts the most. A buyer exploring a Rs 2 crore apartment is emotionally invested. If the first call from a developer is in a language they struggle with, they disengage permanently.
Mumbai runs on Marathi, Hindi, English, and Gujarati. Bangalore runs on Kannada, Tamil, Telugu, Hindi, and English. Chennai runs on Tamil and English. Hyderabad runs on Telugu, Hindi, and English.
ARCA handles 22 Indian languages with code switching, which matches how Indian buyers actually speak. A buyer can switch from Marathi to English mid sentence and the agent follows naturally.
RERA compliance and audit trails
Every claim ARCA makes about pricing, carpet area, possession date, amenities, or specifications is pulled from RERA approved data in your CRM. Every conversation is logged with tamper proof audit trails. This protects the developer from compliance risk and provides full transparency for regulatory review.
ARCA's conversation flows are policy bound. The agent cannot make unauthorized claims about any property detail that is not in the approved knowledge base.
Getting started
Real estate is one of the verticals where voice AI ROI is easiest to prove because lead response time has a direct, measurable impact on conversion.
At Tenori Labs, our real estate pilots typically focus on one project or one inbound channel for two weeks. We measure lead response time, qualification rate, site visit booking rate, and sales handoff quality. You see the delta before you commit to anything larger.
Frequently asked questions
How does voice AI help real estate developers qualify leads?
ARCA calls every inbound property inquiry within seconds, qualifies budget, timeline, configuration preference, and location, then routes qualified leads to sales executives. This cuts lead response time from hours to seconds and improves qualification consistency across thousands of monthly inquiries.
Can ARCA book site visits automatically?
Yes. ARCA checks sales team availability, negotiates time slots with prospects, sends calendar invites, handles rescheduling, and sends reminder calls before the visit. This eliminates most manual coordination.
Is ARCA compliant with RERA?
ARCA pulls property data from RERA approved sources in your CRM and logs every conversation with tamper proof audit trails. The agent cannot make unauthorized claims about pricing, area, or possession dates.
What languages does ARCA support for real estate?
ARCA supports 22 Indian languages including Hindi, Marathi, Tamil, Telugu, Kannada, Bengali, Gujarati, Malayalam, and Punjabi, with native code switching for conversations that mix languages.
How long does a real estate voice AI pilot take?
A focused pilot on one project or inbound channel takes 2 weeks. You see real data on response times, qualification rates, and site visit bookings before committing to broader deployment.
See how ARCA qualifies property leads in your language. Start a 2 week pilot.
See how ARCA handles real estate workflows in your specific languages. 2 weeks, real data, no commitment.
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