Real Estate · Enterprise AI Automation

Your brokerage.
Connected.
Finally.

AI-powered automation for real estate. We build the integration layer between MLS, CRM, transaction management, marketing, and property management — so your team closes deals, not spreadsheets. The layer your brokerage was never designed to have.

Accepting Q3 2026 engagements 14–20 week delivery United States · Global
Integrates with
Zillow HubSpot Zoho Mailchimp Intercom WordPress Wix Squarespace Webflow Contentful Stripe PayPal QuickBooks Xero Google Analytics Anthropic Zendesk Zillow HubSpot Zoho Mailchimp Intercom WordPress Wix Squarespace Webflow Contentful Stripe PayPal QuickBooks Xero Google Analytics Anthropic Zendesk
Microsoft 365 Microsoft Teams Slack Zoom Google Meet Google Drive Dropbox Notion Asana Airtable ClickUp Trello Jira Linear Gmail SAP ServiceNow Microsoft 365 Microsoft Teams Slack Zoom Google Meet Google Drive Dropbox Notion Asana Airtable ClickUp Trello Jira Linear Gmail SAP ServiceNow
AWS Azure Google Cloud Cloudflare Microsoft Entra Okta CrowdStrike Microsoft Defender Microsoft Sentinel Infisical Freshdesk PagerDuty Opsgenie GitHub GitLab Confluence Microsoft AWS Azure Google Cloud Cloudflare Microsoft Entra Okta CrowdStrike Microsoft Defender Microsoft Sentinel Infisical Freshdesk PagerDuty Opsgenie GitHub GitLab Confluence Microsoft
The Problem · The Cost of the Gap

Every brokerage
is working
in the gap.

The brokerage stack is fragmented by design — MLS, CRM, transaction management, marketing, and accounting all live in different systems. Most agents don't feel their brokerage gives them what they need. Most pay out-of-pocket for tools that should be there. The real motivator for new tech: hours back on the calendar.

REALTORS who feel brokerage doesn't provide all needed tools
62%

Only 38% strongly agree their brokerage gives them everything they need.1

Agents spending $50–$250+/mo on supplemental tech
34%

Agents pay out-of-pocket to fill the gaps the brokerage stack doesn't.2

REALTORS adopting new tech primarily to save time
66%

The motivator is hours back, not feature checklists. NAR 2024 Technology Survey.3

The unknown variable
X

Every brokerage has one. The handoff that costs you a deal. Quandry solves for it.

The Solution · What we do

Map.
Connect.
Automate.

Three things, done precisely. MLS, CRM, transaction management, marketing, accounting, property management: we build the integration layer that makes them operate as one. Built on RESO API where it exists. Built right where it doesn't.

01 · SYSTEM INTEGRATION

We connect listings to closings.

The integration layer between MLS, CRM, transaction management, marketing, accounting, and property management. RESO API where supported. Clean, audited bridges where it isn't.

  • MLS ↔ CRM ↔ marketing bridge Core
  • Transaction management sync Core
  • Property mgmt ↔ accounting Core
  • Custom connector build Scope
02 · AUTOMATION DESIGN

We eliminate the copy-paste.

Lead routing, listing publication, transaction milestones, commission calculation, drip campaigns. Every cross-system data hop your agents do manually, replaced with automation they actually trust.

  • Lead routing & nurture workflows Core
  • Transaction milestone automation Core
  • Commission & payout workflows Core
  • Compliance & document retention Scope
03 · AI WORKFLOW BUILD

We give time back to deal-making.

AI-powered listing description, lead scoring, market analysis, contract review, agent productivity copilots. The repetitive admin, automated — so agents focus on clients.

  • Listing & marketing copilots Core
  • Lead scoring & prioritization Core
  • Contract review & clause extraction Core
  • Model eval + guardrails Scope
How we work

Discovery. Audit.
Build. Deploy.

A deliberate four-phase engagement. 14–20 weeks end-to-end. Every phase ships a written, signed artifact before we move forward, so you always know what you're paying for.

01 · DISCOVERY

Map the brokerage.

Interviews with brokerage leadership, top agents, ops, marketing, and accounting. Architecture review of MLS, CRM, transaction systems, property mgmt. Current-state diagram of every copy-paste in your day.

2 weeks · Architecture doc
02 · AUDIT

Find the X.

The gap analysis. Where leads die in the CRM. Where listings go stale before they sync. Where commissions get miscalculated. The unknown variable, named and priced.

2–3 weeks · Gap report
03 · BUILD

Close the gap.

Integration layer built, automation wired, AI copilots tuned to your market. Staged rollout with one office or top-producing agent first.

7–10 weeks · Pilot live
04 · DEPLOY

Ship it. Monitor.

Brokerage-wide rollout, agent training, 30-day hand-on-the-wheel period, then a signed runbook and a support retainer, or full handoff. Your call.

3–5 weeks · Go-live + runbook
Every phase is a signed deliverable. No scope creep. No surprise invoices.
DISCOVERY AUDIT BUILD DEPLOY
Who we are

The integration layer for intelligent systems. We solve for X.

Quandry Labs · AI & automation consulting for real estate. We connect MLS, CRM, transaction management, and property platforms into a single system that finally works as one.
United States · Serving brokerages, property managers, and PropTech
Who we serve

Built for the teams closing real deals.

We take on a limited number of enterprise engagements per quarter. These are the teams we're built for.

Brokerages & teams

Mid-to-large brokerages and high-producing teams whose tech stack has outgrown their CRM. We rewire the underlying flow so growth doesn't require a vendor swap.

Property management firms

Property management companies with hundreds of units across systems for leasing, maintenance, accounting, and resident comms. One source of truth for the portfolio.

PropTech & iBuyer companies

Companies building real estate products who need to integrate with the legacy MLS / brokerage ecosystem without rebuilding compliance every release.

Next steps

Ready to solve
for X?

Book a 30-minute discovery call. We'll map your brokerage, identify the gaps, and show you exactly what Quandry closes, before you sign anything.