Sixty pages. Countless details. One intelligent system.
An AI system that reads entire health insurance claims — printed and handwritten — extracts every detail, validates it against the policy, and flags what needs human judgment.
Claim processing
Reading62 pagesprinted + handwritten
01 / The problem
The problem isn’t the time. It’s the cost of a missed detail.
A health insurance claim arrives as a stack of 60+ pages — a handwritten claim form, dozens of medical bills, receipts, and supporting records. Every page holds information that matters, and every number needs to be right. Before a claim can even be evaluated, someone has to read through the paperwork, extract the details, and enter everything into a system, one field at a time. Multiply that by hundreds or thousands of claims, and the work never ends.
A single mistyped digit can lead to an incorrect payout, a delayed claim, or hours of additional work.
Read every page by handType each field into the systemCross-check bills against the claimHunt discrepancies across dozens of pagesRe-enter everything into another systemAudit for errors after the fact
So your team doesn't have to.
02 / The idea
What if the paperwork could process itself?
No repetitive typing. No unnecessary back-and-forth. No starting from scratch with every claim.
03 / The build
Submit the claim. The system takes over.
Reads
Entire claim documents — dozens of pages, printed text and handwriting.
Organizes
Claim forms, medical bills, receipts, and supporting records, turned into structured data.
Verifies
Eligibility, amounts, and calculations checked against the policy and supporting documents.
Flags
Discrepancies and uncertainty routed to human review instead of a guess.
/ From 60+ pages to verified claim data
- 01
Intake
A claim arrives as 60+ pages of forms, bills, and receipts.
- 02
Read
Printed text and handwriting, read end to end.
- 03
Organize
Claim forms, medical bills, and receipts identified and sorted.
- 04
Extract
Scattered details become structured, usable data.
- 05
Validate
Eligibility, amounts, and agreed charges checked against the rules.
- 06
Flag
Only what needs human judgment is routed for review.
04 / The decisions
From document processing to intelligent decisions.
- 01Does the patient’s coverage qualify?
- 02Do the claim amounts match the supporting documents?
- 03Are the billed charges consistent with the agreed terms?
Automated
Straightforward claims move forward automatically.
Human review
Complex cases get the human attention they deserve.
Everything integrates directly into the client’s existing systems — no re-entry.
05 / The change
Less paperwork. Fewer errors. More decisions that matter.
What once required extensive page-by-page processing can now be completed in minutes.
Processing time
Before: Extended page-by-page review
After: Minutes, not hours
Data entry
Before: Manual, field by field
After: Automated extraction and validation
Reviewer focus
Before: Routine paperwork
After: Exceptions and judgment calls
The paperwork gets processed. The discrepancies get flagged. And the people behind every claim focus on what actually matters.
Tell us what’s still manual.
We’ll design, build, and ship the system that runs it — end to end.