The problem
Manual, form-based intake is one of the most universal back-office headaches there is. Claims, applications, order forms, onboarding paperwork, someone has to read it, type it into a system, and hope they didn't make a mistake. It shows up everywhere from insurance intake to healthcare administration to trades and property management, and the cost is rarely visible because it's spread thin across every employee, every day.
How it works
From input to a controlled action.
The system handles the repeatable path. Your team keeps the uncertain cases.
- 01
Scan or upload
A form comes in as a photo, a scan, or a PDF, no clean digital format required.
- 02
The agent reads it
A vision-capable model extracts the relevant fields, regardless of handwriting or scan quality.
- 03
Data gets validated
Extracted values are checked against expected formats, anything uncertain gets flagged instead of guessed.
- 04
Your system gets filled
Validated data is written directly into your existing CRM, ERP, or spreadsheet, no new tool to learn.
- 05
You review the exceptions
Only the flagged, low-confidence entries need a human look, everything else is done.
What you get
Built around the operational result.
- 01
Handles scans, photos, and PDFs, no clean digital forms required
- 02
Extracts structured data with confidence scoring, not silent guessing
- 03
Fills your existing tools directly, no new system for your team to learn
- 04
Human-in-the-loop review for exceptions, never a fully "trust me" black box
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