Constraints · 30 min
What would have to be true for compliance to sign off on automated extraction?
Agreed cost of avoidable delay
$31,000/day
$7,750,000 per year at 250 working days
Confirmed inputs
What we heard
Every note stays attributed to someone in the room.
Michelle Dorsey
Intake sits six days, mostly manual PDF reading.
Michelle Dorsey
The 15% the model would get wrong are the same ones my team finds hard.
Robert Osei
Audit trail required on any automated decision; assisted extraction is acceptable.
Dana Reyes
We handled Q1 volume by paying overtime, not by hiring.
Alex Chen
Our forms have handwritten adjuster notes in the margin.