Wanted to share our journey since I keep seeing similar questions come up.
We’re a mid-size consulting firm (about 50 people) and used to have 2 full-time analysts whose primary job was entering data from client documents into our analysis models. We’re talking contracts, financial statements, RFPs — hundreds of docs per month.
With Qomplement, here’s what changed:
- Week 1: Set up templates for our 5 most common document types
- Week 2: Started routing all incoming docs through the parser
- Week 3: Built a simple review workflow where analysts spot-check extracted data instead of entering it
- Month 2: Those 2 analysts now spend 80% of their time on actual analysis work
The ROI was pretty clear within the first month. Not trying to shill — there are definitely docs that still need manual intervention (handwritten notes, really old faxes) — but for standard business documents it’s been transformative for us.