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Real estate
Real estate platforms blend listings, transactions, and trust services—data quality and compliance around disclosures are critical.
Best practices we follow
- Listing data quality checks: deduplication, media integrity, and MLS rules where applicable.
- Document workflow security for contracts and e-signatures.
- Fair housing and anti-discrimination guardrails in search and recommendations (client-led policies).
- MLS/vendor integration versioning with backward compatibility windows.
Training we emphasize in this field
- Real estate transaction overview for engineers (listings, offers, closings).
- Fair housing awareness for product and engineering changes affecting search ranking.
- Records retention and legal hold basics for transaction archives.
- Geospatial data handling and privacy for location features.
