For the policyholder
Find potential issues while there is still time to clarify them with the hospital or provider. Prepare a more complete, consistent document bundle.
PREPARE · INVESTIGATE · VERIFY
Less document chasing.
More informed claim review.
Pre-submission checks for policyholders. Document investigation for insurers. A shared AI workspace that connects bills, prescriptions and reports to the evidence a person needs to review.
Open the case workspace ↗THE PROBLEM
A claim shouldn’t become
an endless document chase.
Insurance claims can pass between a policyholder, hospital and insurer. Missing records, unclear bills and inconsistent details lead to questions, resubmissions and delays. Reviewers also need to investigate unsupported or potentially inflated charges.
For the insurance issuer
Compare what was prescribed, billed and documented. Investigate discrepancies and ask follow-up questions without manually searching every page.
Designed to support these workflows. BuildTheory does not guarantee acceptance, eliminate delays or establish fraud.
CROSS-DOCUMENT REVIEW
Three medicines prescribed. Five billed.
Which items need clarification before this claim moves forward?
Sample discrepancyAntacid and Vitamin C have no matching prescription entries
Paracetamol is also billed at 20 tablets against 10 prescribed. These are leads to verify, not proof of fraud.
Inspect the sample’s source pages →Real synthetic documents · page evidence · human review
Preview of the included sample; replay uses fixed extractions Run the sample →
01Claim PDFs→
02Document specialists→
03Cross-document checks→
04Cited analysis & chat→
05Human review
Check before submission
Help policyholders find missing reports, unsupported bill items and quantity differences before submitting their claim.
Investigate discrepancies
Help insurer reviewers compare bills with prescriptions and reports, and identify amounts or items that need clarification.
Chat across the documents
Ask the AI to compare medicines, explain a bill or investigate a discrepancy using the original case PDFs.
Follow the source
Open cited pages and inspect highlighted text where it can be located. Verify each observation against the original evidence.
Ask the documents.
Then inspect the page.
Insurer support staff can ask for an analysis, compare prescribed and billed quantities, or find tests without supporting reports. Live AI uses the original case PDFs and recent conversation context.
Answers link to document pages. When the cited text exists in the PDF’s text layer, the viewer highlights it. Unmatched citations are marked for verification. The public sample demonstrates this with a clearly labeled fixed response.
A discrepancy is a question, not a verdict.
Extra medicines, quantity differences or missing reports may have legitimate explanations. A flag does not prove a fake bill or intent to deceive. BuildTheory does not approve, deny, price or adjudicate claims; humans verify documents and make decisions.
BUILDING WITH INTENTION
Help shape the
next workflow.
BuildTheory is preparing for private beta.
Start with the synthetic case to explore the current product.
In development
Explore before you upload.
The public sample contains entirely synthetic documents. No account or model key is needed for the replay.
Open sample workspace ↗