- Apr 26, 2026
- 2
- 0
- First Name
- Nishchay
Curious for dealership owners/operators here.
We’ve been looking closely at title clerk/admin workflows and noticed a lot of the work seems to be repetitive document review: checking title packets, spotting missing info, comparing forms, making internal notes, and chasing down sales/F&I when something is off.
We built a small internal automation that reviews uploaded title docs, flags missing or inconsistent info, summarizes the issue, and drafts the note a clerk would usually have to write manually.
Not trying to replace the title clerk. More curious whether this is actually a bottleneck at other stores or if most dealerships already have this handled smoothly.
For people running stores: where does title/admin usually slow down?
Document review, missing info, customer follow-up, lender/F&I coordination, or something else?
We’ve been looking closely at title clerk/admin workflows and noticed a lot of the work seems to be repetitive document review: checking title packets, spotting missing info, comparing forms, making internal notes, and chasing down sales/F&I when something is off.
We built a small internal automation that reviews uploaded title docs, flags missing or inconsistent info, summarizes the issue, and drafts the note a clerk would usually have to write manually.
Not trying to replace the title clerk. More curious whether this is actually a bottleneck at other stores or if most dealerships already have this handled smoothly.
For people running stores: where does title/admin usually slow down?
Document review, missing info, customer follow-up, lender/F&I coordination, or something else?
