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Industry Expertise

Real Estate & PropTech

MLS integration, property search, virtual tours, and CLM platforms. We build the tools that make property transactions faster.

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What makes this hard

Every industry has its own engineering traps. Here are the ones that catch most teams building in this space.

01

MLS data is messy and inconsistent

RESO standards help, but real-world MLS feeds contain inconsistencies that require extensive normalisation.

02

Property search expectations are high

Users expect instant, Zillow-quality search results. Naive implementations disappoint.

03

Document management is a compliance minefield

Transaction documents, disclosures, and contracts require version control, e-signature, and audit trails.

04

CRM integration is often an afterthought

Disconnected tools mean agents re-enter data and opportunities fall through the cracks.

Our capabilities in this space

01

MLS & RESO integration

Bidirectional MLS data feeds with normalisation, de-duplication, and incremental sync using RESO Web API standards.

02

Property search

Elasticsearch-powered search with geospatial queries, PostGIS polygon search, and sub-200ms response times for complex filter combinations.

03

Virtual tours

360-degree tour integration, Matterport embedding, and custom tour builders with hotspot annotations.

04

Contract lifecycle management

End-to-end document management with e-signature, version control, automated reminders, and compliance audit logging.

05

CRM & pipeline management

Salesforce and HubSpot integrations, or custom pipeline tools built around real estate transaction stages.

06

Analytics & reporting

Agent performance dashboards, market analytics, and portfolio reporting for property management companies.

Property search platform for a national brokerage

Geospatial property search platform processing 3 million MLS listings with sub-100ms search results and integrated e-signature workflows.

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3M
listings indexed

Stack we use in this vertical

ReactNode.jsPostgreSQLPostGISElasticsearchAWSDocuSignSalesforceMapboxSnowflake

Ready to build in this space?

We respond within four hours with honest thoughts on your architecture.