SIE for Insurance software teams
A claim is a pile of files. The answer still has to point back to the policy.
SIE gives teams building claims and underwriting software one API to read submissions, inspect evidence, retrieve policy language and return cited findings.
Self-host SIE in your infrastructure, or ask about managed deployment through SIE Cloud.
Appeal record, policy clause and two removal estimates
Yard work, barge transport, handling and disposal remain outside the cited scope.
The operational problem
The model call is only one part of the job.
Claims combine policy wording with photos, estimates, correspondence and prior loss records. The conclusion is useful only when the evidence chain survives review.
01
The file arrives in many formats
Forms, PDFs, photographs, adjuster notes and estimates all describe the same loss differently.
02
Coverage turns on narrow wording
A clause can cover one part of the work while excluding transport, disposal or work outside a boundary.
03
The current policy must control
Endorsements, dates and jurisdiction determine which wording applies.
04
Every finding needs support
Reviewers need the document, passage and item that produced each conclusion.
How SIE helps
Connect the claim file to the governing language
SIE runs document parsing, entity extraction, retrieval and reasoning jobs through one API. Your claims application controls the workflow and review rules.
Claim facts, policy passage, included scope, excluded scope and unresolved questions.
Where it fits
Use SIE inside the product your team is already building.
Claim intake
Turn submitted documents into a structured claim record.
Policy retrieval
Find the wording that applies to the loss and date.
Scope comparison
Compare estimates and evidence with the cited policy language.
Adjuster assistance
Prepare a review packet and route uncertain findings.
Representative task benchmark · Redact (PII)
Price, quality and speed for claim documents
One measured model job from this workflow. These figures come from SIE task evaluations, not from the industry example on this page.
660 synthetic financial documents, 1,792 pieces of personal data. A piece counts when every letter and digit is hidden; punctuation may stay readable.
Recorded example
The agent separates covered removal from excluded transport
The existing example uses a published FEMA flood insurance appeal and the Standard Flood Insurance Policy.
One covers removal under the building. The other adds transport and handling.
The covered scope runs from beneath the insured building to its perimeter.
The output keeps both the policy passage and the appeal decision attached.
Deployment
Run SIE where your data can go.
The workflow uses the same SIE API whether you choose managed infrastructure or run it under your control.
Use SIE Cloud
Let the SIE team operate model serving, scaling and updates. Talk to us about availability and the right setup for your workload.
Get startedRun SIE in your infrastructure
Keep models and data inside your environment. Your team controls hardware, networking, access and deployment policy.
View the deployment guide