Automation Opportunities — ranked by estimated impact
1 OCR / AI Contract Extraction
Auto-extract data from 40+ page contracts instead of manual entry. Could eliminate ~1 hour of admin work per listing.
2 Salesforce → MLS Auto-Population
Push structured data from Salesforce directly into MLS, eliminating the second round of manual entry (1+ hours).
3 Validation at Upload
Catch gaps and missing fields at contract upload time, before admin begins processing. Eliminates the first rework loop entirely.
4 Agent Response SLA + Escalation
Set time-based escalation rules in Front to reduce multi-day agent response delays. Alert manager after 24 hours of no response.
Bottom Line
This workflow has 2–3 hours of manual data entry per listing that could be largely automated.
The biggest wins: AI contract extraction and Salesforce-to-MLS data push would eliminate the two heaviest manual steps and the rework loops they create.