SIE for Healthcare software teams
One missing date can stop a claim. Your agent needs the rule and the record.
SIE gives teams building administrative healthcare software one API to read submitted records, retrieve current policy, extract evidence and return a cited finding for human review.
Self-host SIE in your infrastructure, or ask about managed deployment through SIE Cloud.
Order, practitioner record, proof of delivery and current timing rule
Submitted example: seven months. CMS requirement: within six months.
The operational problem
The model call is only one part of the job.
Administrative review depends on records, dates, codes and policy that often live in different systems. A missing document can matter more than a fluent summary.
01
The packet is split across systems
Orders, notes, delivery records and payer rules arrive in different formats.
02
Requirements change by item and date
The agent has to retrieve the rule that applies to this request, not a nearby policy.
03
Small gaps have real consequences
One missing encounter, signature or timing field can send the packet back.
04
A reviewer needs the cited basis
The output must show which record and rule produced the finding.
How SIE helps
Check the packet against the rule in force
Your application sets the policy and review boundary. SIE handles document conversion, retrieval, extraction and structured output through one inference engine.
Requirement, supporting evidence, missing item and the exact source behind each field.
Where it fits
Use SIE inside the product your team is already building.
Prior authorization intake
Check whether the expected documents and fields are present.
Documentation review
Compare submitted records with current administrative criteria.
Policy retrieval
Find the applicable rule and keep its source attached.
Exception routing
Send incomplete or conflicting packets to a qualified reviewer.
Representative task benchmark · Redact (PII)
Price, quality and speed for identifier redaction
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 finds the same timing error CMS documents
The example uses a published CMS documentation scenario for a lower-limb orthosis. It compares the encounter date with the rule’s six-month window.
The relevant date is extracted from the supporting record.
The applicable CMS passage is retrieved and kept with the finding.
The agent flags the documentation issue and routes it for human review.
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