Administrative inputs
Work with intake forms, referrals, claim forms, authorization documents, eligibility letters, and approved operational correspondence.
Healthcare administration document AI
OCR and RAG workflows for healthcare administration.
Process intake forms, referral documents, claim packets, eligibility letters, and administrative correspondence with clear validation and staff review.
OCR converts incoming documents into structured administrative data. Validation highlights missing or uncertain fields, RAG retrieves approved procedures with citations, and a human-supervised AI agent prepares the next administrative task. These workflows support operations and do not make clinical decisions.
Sensitivespecial category data flagged at field level
Completeor returned with what is missing
Adminsupport only, no clinical decisions
Accessrole-based, logged, UK-hosted options
Administrative workflow
Turn incoming healthcare documents into review-ready administrative work.
Combine OCR document processing with permission-aware RAG to keep extracted data and retrieved guidance connected to their sources.
OCR field extraction
Capture administrative identifiers, dates, contact details, document types, requested services, and other configured fields from scans and PDFs.
Completeness validation
Check configured required fields, document presence, format rules, and confidence flags. Send ambiguous or incomplete records to a review queue.
RAG procedure search
Retrieve approved administrative policies, coverage guidance, process instructions, and submission requirements with source citations.
Administrative output
Prepare a structured intake record, missing-information list, cited procedure summary, and draft routing recommendation for staff.
Access and staff control
Apply role-based access to documents and outputs, record the review trail, and require authorized staff to approve sensitive administrative actions.
Sensitive data by design
Health information is treated as special category data from the first step.
Administrative documents in healthcare carry information that UK GDPR treats as special category. The workflow is designed around that fact rather than retrofitted to it.
Minimise, flag, and keep the original where it belongs
OCR extracts only the configured administrative fields. Health details that are not needed for the task are flagged and left in the source document rather than copied into prompts or summaries. Retrieval indexes contain procedures and policies, not patient records.
Administrative support with a clinical firewall
The system checks completeness, retrieves procedures and prepares routing. It never suggests a diagnosis, triage category or treatment. Deployment can be UK-hosted or on your own infrastructure, with role-based access and a full review log.
Compare private deployment optionsSuitable first use case
Start with intake completeness checking.
A bounded first workflow can focus on one intake form family and one operational review queue. OCR extracts the configured fields, validation identifies missing or uncertain information, and RAG supplies the applicable administrative procedure. Staff receive the source document, extracted record, validation notes, and citations together.
The same controlled pattern can later support claims-document preparation, authorization packet checks, and non-clinical coordination tasks. Review the role of human-supervised AI agents or see other industry document workflows.
Healthcare administration
Design a document workflow that keeps staff in control.
Bring the document types, administrative rules, access requirements, and review path for a practical OCR and RAG assessment.