All case studies
Financial Services·Mortgage·Live — in production
Client renewal data was trapped in PDFs and inboxes — no system to track it, no alerts when renewals were approaching.
~0
missed renewals
Fully automated document → CRM pipeline.
The situation
A mortgage brokerage was manually reviewing client files to identify upcoming renewals. Documents arrived as PDFs, data was copied by hand into a spreadsheet, and follow-up depended entirely on memory and calendar reminders. Renewals were being missed.
The solution
Automated document ingestion pipeline that extracts renewal dates and client data from incoming PDFs, pushes structured records into the CRM, and triggers follow-up sequences ahead of renewal windows — with zero manual data entry.
Measured impact
Metric
Before
After
Missed renewals
Regular occurrences
Near-zero
Manual data entry per file
30–45 min
Eliminated
Follow-up timing
Manual / inconsistent
Automated and consistent
Staff time
Split admin / clients
Redirected to clients
Results
Missed renewals reduced to near-zero
Manual data entry per file eliminated
Follow-up timing automated and consistent
Staff time redirected to client conversations
More case studies
Real Estate · Greater Toronto Area
A 14-step manual listing process was consuming 3–5 hours of combined staff time per listing — across 4 roles and disconnected tools.
550 h recovered / yr Consulting · Internal Operations
Meeting notes lived in inboxes and personal drives. There was no structured record of what was discussed, decided, or promised across client engagements.
160–240 h recovered / yr Case study
A bottleneck like this in your business?
We find it during the AI Compass session — quantified, ranked, guaranteed.
Book a call