Industry · Real estate

AI for real estate teams

We build AI for brokerages, property managers, and proptech platforms — listing intelligence, lead qualification, lease and contract review, and document automation that help agents close faster with less admin work.

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2×Lead response
85%Doc time saved
0.91Lead score AUC
3–5 wkPilot start
Industry context

AI that closes deals faster

Real estate is document-heavy and time-sensitive. We connect MLS data, CRM, and transaction docs with AI that qualifies leads, surfaces listing insights, and flags lease risks — so agents spend time with clients, not paperwork.

01

Lead intelligence

Score and route inbound leads with budget, timeline, and fit signals.

02

Listing copilots

Natural language search over inventory, comps, and neighborhood data.

03

Document automation

Lease, disclosure, and contract extraction with clause-level review.

04

Broker workflows

Showing scheduling, follow-up drafts, and CRM updates from conversation.

Use cases

Where real estate AI delivers

Use cases for residential, commercial, and property management teams.

Leads

Lead Qualification

Score inbound leads from portals, ads, and web forms — route hot prospects instantly to the right agent.

  • Budget signals
  • Timeline NLP
  • CRM routing
Listings

Listing Intelligence

Semantic search over MLS, internal inventory, and comps with natural language filters.

  • Hybrid retrieval
  • Map overlays
  • Alert rules
Lease

Lease & Contract Review

Extract obligations, flag non-standard clauses, and compare against brokerage playbooks.

  • OCR + NLP
  • Redline assist
  • Audit trail
Copilot

Agent Copilots

Draft follow-ups, summarize calls, and prep showing briefs from CRM and listing data.

  • Tool use
  • Brand voice
  • Mobile ready
Docs

Transaction Documents

Automate disclosure packets, addenda, and compliance checklists with validation rules.

  • Field extraction
  • Exception queues
  • E-sign prep
Ops

Property Ops AI

Maintenance triage, tenant messaging, and rent-roll analysis for property managers.

  • Ticket routing
  • NLU triage
  • Portfolio dashboards
Proof of work

Real estate delivery

Document and workflow AI with measurable agent productivity gains.

Real estateDocument AI

Contract Analysis

Clause extraction and risk scoring for leases and purchase agreements at scale.

87.5%Faster review
$480KAnnual savings
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Real estateCRM

CRM Agent Platform

Lead scoring, follow-up drafting, and pipeline automation for high-volume brokerages.

47%More conversions
3.2xAgent productivity
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Real estateRAG

Policy RAG System

Retrieval over brokerage policies, disclosures, and compliance docs with citations.

78%Faster review
$900KAnnual savings
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How we help

Production AI capabilities we bring to every industry engagement.

Document AI

Lease, disclosure, and contract extraction and review.

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AI Agents

Broker copilots with CRM and MLS tool use.

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Advanced RAG

Listing and policy retrieval with natural language search.

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01Can AI qualify leads from Zillow and Realtor.com?

Yes — we ingest portal leads, score fit and urgency, and route to agents via CRM with SLA alerts for hot prospects.

02Do you integrate with MLS and CRM systems?

Yes — MLS feeds, Salesforce, HubSpot, Follow Up Boss, and custom brokerage stacks via API and webhook.

03How do you handle fair housing compliance?

Bias monitoring on lead scoring, documented decision factors, human override paths, and audit logs for regulatory review.

04What's a realistic pilot timeline?

Lead scoring or listing search pilots in 3–5 weeks; document review expands after playbook validation.

Next step

Ready to modernize your brokerage?

Tell us about your markets and CRM — we'll design lead AI and document automation with measurable agent ROI.

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