Use case · Healthcare · Administration
Healthcare Administrative Workflows
This proposed BrainShift application supports healthcare administration with agentic workflows for referral intake, authorization preparation and appointment coordination. A medium-complexity implementation would start with a bounded process, connecting document understanding to staff review and controlled system updates without making clinical decisions.
This page describes a proposed application of the BrainShift platform. It is not a description of a specific customer deployment.
Business challenge
Referral coordinators and authorization specialists receive scanned forms, insurer correspondence and supporting records through different channels. They must match documents to the correct case, identify missing fields and transfer information into scheduling or administrative systems.
Handoffs become difficult when ownership, document versions and pending requests are unclear. Missing coverage evidence or inconsistent patient identifiers can send cases back for clarification, while staff must distinguish administrative completeness from clinical appropriateness.
How BrainShift solves it
BrainShift Studio can configure agents to assemble administrative case summaries and identify required information against approved checklists. Document Intelligence can interpret Arabic and English forms, tables and scanned attachments, presenting extracted fields with source references for verification.
Agentic Workflows can route exceptions, coordinate tasks and obtain approvals. Action Hub can then perform explicitly approved updates through configured connectors. Staff retain responsibility for patient matching, submissions, consequential scheduling changes and any issue requiring clinical judgment.
How it works
Step-by-step workflow
- 01
1. Receive the request
Capture a referral or authorization packet from an approved channel and create a traceable administrative work item.
- 02
Extract case information
Read identifiers, referral details, coverage fields and attachments; flag illegible content and conflicting values rather than guessing.
- 03
Check administrative completeness
Compare the packet with version-controlled requirements and propose missing-document requests, without judging medical necessity.
- 04
Coordinate the next task
Route the case to the appropriate team, draft correspondence and surface dependencies such as outstanding coverage evidence.
- 05
Obtain staff approval
Present source documents, proposed changes and unresolved exceptions to an authorized reviewer before submission or consequential updates.
- 06
Execute and reconcile
Apply approved actions through Action Hub, record system responses and return failed or ambiguous transactions for staff resolution.
In practice
Example requests
"Which referrals are missing required attachments?"
The system compares accessible packets with approved checklists and lists gaps with source references.
"Prepare this authorization packet for review."
It assembles available documents, drafts administrative fields and flags unresolved items before staff approval.
"Update this case after I approve the correction."
Action Hub applies the approved change through a configured connector and records the response.
BrainShift components
What each module does
BrainShift Studio
Build administrative agents, case summaries and checklist-based reasoning using approved process definitions.
Agentic Workflows
Orchestrate intake, exception routing, task ownership and approval gates across administrative teams.
Action Hub
Execute approved case updates and submissions within scoped connector permissions.
Document Intelligence
Extract and interpret Arabic and English referral forms, coverage tables and supporting attachments.
Enterprise integrations
Systems it can connect to
Configurable integration options, confirmed during implementation.
- Document management: Configurable access to referral packets, correspondence and approved document versions.
- REST APIs: Potential connections to scheduling, patient administration and authorization systems where supported.
- Microsoft 365: Configurable intake from designated mailboxes and delivery of review notifications.
- SQL Server: Permission-scoped retrieval of administrative reference data and case status.
- Identity providers: Connect organizational sign-in and reviewer group assignments.
Data sources
- Referral forms and administrative intake packets
- Coverage documents and insurer correspondence
- Approved authorization requirements and checklists
- Patient administration and appointment records
- Task histories, approval records and submission receipts
Business outcomes
Potential benefits
Clearer intake
Could help staff locate missing information before moving cases downstream.
Less repeated entry
Verified extracted fields could reduce manual copying between connected systems.
More visible ownership
Assigned tasks and exception queues could make pending responsibilities clearer.
Better review context
Source-linked summaries could help reviewers validate proposed submissions.
Traceable handoffs
Recorded approvals and execution responses could support operational investigations.
Suggested KPIs
Security and deployment
Deployment can be designed for sovereign, on-premises or private cloud environments, subject to organizational requirements. SSO, role-based access and audit trails should govern access and execution. Limit patient information to the minimum needed, define retention rules and validate connected-system permissions before production use.
Human oversight
Authorized staff approve high-impact actions, including external submissions, patient-record changes and consequential scheduling changes. Ambiguous identity matches and conflicting documents pause the workflow. Clinical prioritization, diagnosis and treatment decisions remain outside this application and are escalated to qualified professionals.
FAQ
Frequently asked questions
Does this determine medical necessity?
No. It supports administrative preparation; qualified professionals retain clinical decisions.
Can it process scanned bilingual forms?
Document Intelligence supports Arabic and English documents, with uncertain extractions routed for verification.
Are integrations available automatically?
No. Connections require configuration, permission checks and validation against available interfaces.
Where should an implementation start?
Start with one referral intake process, approved checklists and a clearly defined reviewer group.
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