AI for real estate that qualifies the lead
Lead qualification, listing generation and lease abstraction — connected to your CRM and document stack so agents chase deals, not paperwork.
Where AI actually moves the needle in Real Estate
Real estate is a speed-to-lead game drowning in documents. The first response wins, yet portal and website leads pile up unanswered. A qualification agent that engages instantly, asks the right budget, location and timeline questions, and books qualified showings straight into the agent’s calendar turns response time from hours into seconds.
Listings and marketing are a content treadmill. Generating compelling, accurate listing copy, multilingual descriptions and social posts from property facts — without inventing amenities — frees agents from a chore they universally dislike. The same applies to drafting routine client communications and follow-ups that otherwise fall through the cracks.
On the commercial and transactional side, the heavy lifting is document abstraction: pulling key terms from leases, rent rolls, title documents and purchase agreements into a structured view, and answering questions over them with citations. We integrate with CRMs, listing platforms and document management so the AI works inside the tools brokers and property managers already live in.
What we build for Real Estate teams
Lead qualification agent
Engages portal and website leads instantly, qualifies on budget and intent, and books showings into the agent’s calendar.
Listing generation engine
Writes accurate, multilingual listing copy and social posts from verified property facts, never inventing amenities.
Lease & document abstraction
Extracts key terms from leases, rent rolls and title documents into a structured, queryable view with citations.
Property-management copilot
Triages tenant requests, drafts responses and routes maintenance tasks from inbound messages.
Market-comparable assistant
Pulls and summarizes comparable sales and rentals to support pricing and valuation conversations.
Follow-up nurture agent
Keeps cold and dormant leads warm with timely, personalized follow-ups that surface re-engaged buyers.
How we deliver
| Capability Parameter | System Specification |
|---|---|
| Integrations | CRM (Salesforce/HubSpot/local), listing portals, DMS, calendar and e-sign tools |
| Models | Frontier LLMs for conversation and copy; tuned extraction models for lease and title documents |
| Guardrails | Factual grounding on verified property data; agent approval on client-facing commitments |
| Engagement | Fixed-scope build, 4–10 weeks, then optional operate retainer |
| Typical budget | ₹20L–₹50L / $20k–$60k per production system |
| Data & compliance | Lead-PII protection, per-brokerage data isolation, accurate-disclosure constraints on listings |