REAL ESTATE10 cases
Sub-minute lead response across luxury, residential, commercial and rental.
How Uber Media Labs deploys AI automation for Indian property developers, brokerages, CRE leasing teams, mortgage brokers and rental platforms — Speed-to-Lead voice agents, channel-partner attribution, document processing and dormant-database revival.
// 10 deployments
Speed-to-Lead AI Voice Agent
Cut lead-response time from 47 hours to 37 seconds across 4 luxury developments.
A Mumbai luxury developer with four active towers wired every Meta, Google and channel-partner lead into a sub-minute AI voice agent. Site visits booked round the clock, full HubSpot attribution.
37s · avg response
+71% · first call lift
+148% · site visits booked
Round-Robin AI Lead Distribution
Distributed 18,400 monthly leads across 42 brokers with sub-90s WhatsApp follow-up.
A Bangalore brokerage with 42 RMs eliminated lead-poaching disputes via AI round-robin distribution and a WhatsApp follow-up bot tracked inside Zoho CRM.
18,400 · monthly leads
<90s · distribution time
−93% · broker disputes
Long-Cycle Nurture + CRM Enrichment
Lifted CRE conversion 2.3× with 18-month nurture sequences and Salesforce enrichment.
A Mumbai commercial leasing firm enriched 9,200 enterprise contacts in Salesforce, then ran multi-touch nurture across email and LinkedIn for 18-month leasing cycles.
2.3× · conversion lift
9,200 · contacts enriched
Rs 84 Cr · pipeline value
Channel-Partner Attribution + Walk-In Scheduling
Captured Rs 142 Cr in attributed channel-partner pipeline across 3 launch projects.
A Pune builder ran clean channel-partner attribution and AI-driven walk-in scheduling across three under-construction towers, eliminating broker payout disputes.
Rs 142 Cr · attributed pipeline
+91% · walk ins booked
−96% · payout disputes
Tenant Intake + Maintenance Triage
Onboarded 2,800 tenants and triaged 11,000 maintenance tickets with one AI workflow.
A Bangalore property management firm running 2,800 units automated tenant intake, maintenance ticket triage and rent reminders via WhatsApp, cutting front-office load by half.
2,800 · units managed
11,000 · tickets triaged
−52% · front office load
Booking Concierge + Dynamic Pricing
Lifted villa occupancy 34% and ADR 19% across 180 properties in Goa, Lonavala and Coorg.
A holiday villa platform deployed an AI booking concierge plus dynamic pricing engine across 180 properties, eliminating manual quoting and cutting host disputes.
+34% · occupancy lift
+19% · adr lift
180 · properties
Lead-Quality Scoring + Builder SLA Enforcement
Scored 240,000 monthly leads and enforced 15-minute builder SLA across 600 developers.
A real-estate listing portal built ML-based lead-quality scoring, duplicate detection and a builder SLA enforcement layer, restoring developer trust in lead delivery.
240,000 · monthly leads
−72% · duplicate reduction
15 min · builder sla
Document Processing + Bank Handoff
Cut home-loan document processing from 9 days to 38 hours across 14 partner banks.
A home-loan brokerage automated income-proof extraction, bank-side handoff and customer status tracking via WhatsApp, doubling monthly disbursal volume.
9d to 38h · doc turnaround
2.0× · monthly disbursal
14 · partner banks
Dormant Database Reactivation Campaign
Recovered Rs 4.7 Cr in bookings from 12,000 closed-lost contacts in 75 days.
A Mumbai developer mined 12,000 closed-lost contacts with a segmented WhatsApp + SMS reactivation campaign, recovering Rs 4.7 Cr in net-new bookings inside one quarter.
Rs 4.7 Cr · revenue recovered
12,000 · list size
11.4% · engagement
Post-Possession Cross-Sell Automation
Captured 38% post-possession cross-sell rate from a developer pipeline of 1,400 handovers.
An interior design firm partnered with a developer to auto-engage homebuyers at possession, converting 38% into design consultations through a WhatsApp + scheduling workflow.
38% · cross sell rate
1,400 · handovers tapped
Rs 6.8 L · avg project value
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