Case study 01 | Real estate brokerage
A 25-agent brokerage goes from paper to AI-native.
A mid-size residential brokerage eliminated manual workflows and unlocked more productive capacity per agent by tightening lead response, listing marketing, transaction tracking, and pipeline visibility.
The problem.
Leads sat in a shared inbox. Agents managed their own pipeline spreadsheets. Listing descriptions were written from scratch. Transaction paperwork was printed, signed, scanned, and filed.
The practical risk was not just lost time. Slow lead response created lost opportunity, and the broker had no reliable operating view across active agents, listings, leads, and files.
What changed.
- Lead response moved from 6+ hours to under 2 minutes with AI qualification, routing, and follow-up.
- Listing copy, social posts, and email campaigns became reusable AI-assisted workflows.
- Transaction milestones and compliance alerts moved out of paper checklists.
- Broker visibility moved from scattered spreadsheets to a real-time operating dashboard.
Representative summary. Results depend on adoption, source data, workflow discipline, and implementation quality.
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