Patient and referral intake
Receive, classify and structure incoming referrals and documents for the team that acts on them.
Structured intakeFor the team that actsIndustry 03 · Healthcare & Life Sciences
Reduce administrative work around care without turning a model into a clinician. Aviox engineers AI-assisted intake, referral, authorization and documentation workflows with source evidence, role-based access and human review.
- Administrative first
- Default positioning is administrative support, not clinical decisions
- Source evidence
- Outputs can show the records they relied on
- 4areas
- Administrative workflow areas described on this page
Where AI fits
Where does AI automation fit in healthcare?
Start with administrative processes: receiving referrals, classifying documents, preparing authorization information, summarizing approved records, routing work and reducing duplicate entry.
Much of the friction around care is administrative: referrals arriving in different formats, authorization packs assembled by hand, the same details entered in more than one system. Aviox engineers AI-assisted intake, referral, authorization and documentation workflows.
Reduce administrative work without turning a model into a clinician. Workflows return source evidence, use role-based access and keep a person in the loop; clinical decisions stay with clinicians.
What we measure
- Handling time per referralTime from a referral arriving to a work-ready record, measured on one agreed definition.
- Rework and exceptionsHow often a case returns for missing information, and why.
- Protected data and accessWhich data is protected, who is authorized to see it and where it is stored, documented before automation.
How we automate it
Healthcare workflows we can engineer.
Administrative support workflows, with clinical decisions left to clinicians, plus the compliance boundary built into each one.
Prior-authorization support
Prepare the information a submission needs from approved records, with source references for review.
Source-referencedReviewed by a personClinical administration
Summarize approved records, route work and reduce duplicate entry across systems.
Less duplicate entryAcross systemsOperational data and monitoring
Build the data and monitoring workflows that show where work is waiting or repeating.
Visible queuesWhere work waitsCompliance boundary
Build the compliance boundary into the workflow: encryption, permissions, logging, retention, minimization and human review.
To an approved designSet with your advisers| Process | Before | After |
|---|---|---|
| Patient and referral intake | Referrals re-keyed from mixed formats | Structured referralsIncoming referrals classified and structured |
| Prior-authorization support | Packs assembled by hand from records | Prepared packsSubmission information drawn from approved records |
| Clinical administration | The same details entered twice | Summaries and routingApproved records summarized and work routed |
| Operational data and monitoring | Waits found only after complaints | Monitoring viewsData workflows showing where work waits or repeats |
| Compliance boundary | Controls added after the build | Designed inControls engineered to a design the organization approves |
Products for Healthcare
Workflow patterns we build.
Three administrative patterns, each configured to your records, permissions and systems.
Workflow pattern
Patient and referral intake
Referrals · Documents · StructureReceive, classify and structure incoming referrals and documents for the team that acts on them. Configured to your data, rules and systems, with review steps agreed up front.
- Documents classified and structured on arrival
- Source evidence kept with each field
- Exceptions routed to a named owner
Workflow pattern
Prior-authorization support
Authorization · Evidence · ReviewPrepare the information a submission needs from approved records, with source references for review. Configured to your data, rules and systems, with review steps agreed up front.
- Information drawn from approved records
- Source references for the reviewer
- A person submits; the system prepares
Workflow pattern
Clinical administration
Records · Routing · MonitoringSummarize approved records, route work and reduce duplicate entry across systems. Configured to your data, rules and systems, with review steps agreed up front.
- Approved records summarized for the right team
- Duplicate entry reduced across systems
- Access limited by role
Note These are starting patterns we configure to your data, rules and systems they are not off-the-shelf SaaS See the products Aviox runs itself
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Want this workflow in your organisation?
Share the workflow and we will propose a first pilot.
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Where healthcare work starts.
These are the healthcare administration workflows we are usually asked about, listed as a starting point rather than a promise of payback.
- 01Patient and referral intake
- 02Prior-authorization support
- 03Summaries of approved records
- 04Routing of administrative work
- 05Reducing duplicate entry across systems
- 06Operational data and monitoring
Compliance
The compliance boundary is built into the workflow
Compliance depends on the organization, contracts, jurisdiction, data flows, vendors, safeguards and use, so Aviox does not market a system as "HIPAA compliant" or "GDPR compliant" as a generic feature. We engineer encryption, permissions, logging, retention, minimization and human-review controls to a design the organization and its advisers approve.
- Encryption
- Role-based access
- Logging
- Retention limits
- Data minimization
- Human review
Connected
Everything this page plugs into.
Every industry page links to one relevant service, one relevant technology page and genuine proof where it exists: the service that does the work, the stack it runs on and where to read further.
The services doing the work
Service
Generative AI engineering
Grounded GenAI, retrieval, agents and document intelligence with evaluation, governance and human review.
Explore ServiceDocument intelligence
OCR, document classification, structured extraction, validation and human review.
Explore ServicesAI, automation, data and software engineering
Services scoped around the system you need to run, not a list of technologies you need to buy.
ExploreThe stack it runs on
Technology
Data platform stack
Governed pipelines and monitoring for operational data.
Explore TechnologyCloud and DevOps stack
Deployment into an account the client controls, with monitoring and rollback.
ExploreRead further
Case studies
How every Aviox case study is structured
What a published study contains and how its results are verified.
Explore All sectorsThe other nine industries
The same engineering pattern, adapted to each sector's rules, evidence needs and human-approval points.
Back to industries Request a quoteScope a referral or authorization workflow
A sentence about the workflow that slows you down is enough to start. An engineer replies, not a sales sequence.
Request a quoteQuestions
Before you get started.
Asked most often by healthcare operations and IT teams.
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No. Compliance depends on the whole arrangement: the organization, contracts, jurisdiction, data flows, vendors, safeguards and use. Aviox engineers technical controls to a design the organization and its advisers approve.
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Only within an explicitly approved clinical and regulatory design. The default positioning is administrative support.
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Yes. Outputs can be built to show the source records or documents they relied on, so a reviewer can check them quickly.
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Often, yes. Deployment into an account the client controls is a common requirement and is confirmed during scoping.
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We do not make blanket compliance claims. Compliance depends on the complete deployed arrangement, including your policies and agreements. We engineer technical controls such as access control, logging and data minimisation, and we do not certify your organisation.
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No. It reduces administrative work around care, such as intake and referral handling. Clinical judgment stays with clinicians.
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Usually, where supported interfaces exist. Scope is confirmed during scoping, and the systems of record stay where they are.
Start a conversation
Map one referral or
authorization workflow.
Tell us the process, the data involved and who may see it. We will describe a first administrative workflow and the controls it needs.