Skip to content
← All industries

Insurance applications

Connect claims
to their source evidence.

Build investigation, policy knowledge and service workflows with connected records and searchable documents.

The record, the wording, the supporting file.

Link a claim to the relevant policy version and supporting documents, retaining the source behind each result.

A claim file with source contextIllustrative application data
Claim file claim:017
Start with the claim

Keep the evidence attached.

For reviewer context
Structured record

Claim 017

Policy reference
policy:042
Involved party
party:006
Service case
case:011
Policy sourceVersion 3

Policy wording

document:082
Stored source locationSection 4

Retain the original text and version with each retrieved passage.

Supporting recordsLinked to claim:017
Inspection notedocument:018Revision 1
Statementdocument:026Revision 2
Contact notenote:011Revision 1
How the application assembles this file
  1. SQL: load claim fields and policy references.
  2. Graph: follow declared links to parties, documents and service cases.
  3. Vector + full-text: retrieve related passages and exact terms separately, then load source records.
Explore the retrieval pattern

Illustrative records. Your application maintains the source IDs, policy versions and document links.

From files to useful context

Three workflows
for insurance teams.

Use the database to assemble information for your existing review and service processes.

02

Policy knowledge

Find wording by exact terms or related meaning, retaining the policy version and source section.

Build document retrieval

Implementation path

Make source references part of the model.

  1. 01 / Register

    Define the claim context.

    Keep claim, policy, party and document IDs, plus policy versions and source locations.

  2. 02 / Prepare

    Index selected documents.

    Write source rows, supply passage embeddings and index text through separate calls.

  3. 03 / Retrieve

    Assemble the evidence.

    Combine result IDs in your application, apply access rules and show the original document references.

Track source updates and index retries. Claim decisions remain part of your review process.

Follow the ingestion pattern

Start with a claim.
Keep its sources in view.