Extract structured data from medical records, insurance forms, lab reports, patient intake documents, and more.
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Update extraction rules once in Prompt Studio and apply across all document variations. Handle new medical terminology, procedure codes, and form updates with ease.
Extract data from medical records, lab results, and physician notes with maximum accuracy. Deploy multi-layer validation that understands medical terminology.
Process patient intake forms, lab results, and insurance documents without human intervention. Free staff from repetitive data entry to focus on patient care.
Process and route documents from intake to completion. Connect document sources to downstream systems for immediate data availability.
Reduce manual verification on standard claims, prior authorizations, and patient registrations. Involve your team only when required.
Reduce LLM expenses with built-in token-saving capabilities. Process complex documents at a fraction of LLM costs.
Patient Intake & Registration
Extract details like patient demographics, insurance information, medical history and validate insurance eligibility and identify missing required fields before appointments.
Clinical Documentation Processing
Process treatment plans, medications prescribed, and follow-up requirements. Capture handwritten notes and structured observations for comprehensive patient records.
Aftercare Coordination
Capture information from Medication Lists, Care Instructions, or Follow-Up Appointments and flag critical information like medication changes and specialist referrals for care continuity.
Lab Results
Processing
Process test reports, reference ranges, and abnormal findings. Identify critical values requiring immediate attention and route to appropriate care teams.
Test Request
Management
Extract patient details, test codes, clinical indications, and validate test prerequisites and insurance coverage before order submission.
Specialized Testing
Workflows
Capture specimen details, testing parameters, and clinical context. Track chain of custody and ensure regulatory compliance for specialized tests.
Medical Records
Release Processing
Extract patient authorizations, recipient details, and record specifications. Verify HIPAA compliance and track disclosure timelines.
Consent Management
Process Surgical Consent Forms and treatment Forms to verify patient understanding of authorized procedures. Flag missing signatures and expired consent documents.
Incident & Complaint Tracking
Extract details from Injury and Illness Incident Reports and Medication Incident or Error Reports. Identify patterns, track resolution timelines, and maintain compliance documentation.
Veterinary Documentation
Process Veterinary Examination Reports and Veterinary Surgical Consents. Extract animal patient data, treatment protocols, and owner authorization details for veterinary practice management.
Clinical Research Documentation
Extract patient enrollment data and adverse events from Clinical Trials documentation. Track informed consent, eligibility criteria, and study milestones for research compliance.
Disability & Certification
Processing
Extract medical findings, functional limitations, and provider attestations. Ensure completeness for third-party submissions.
Unstract transforms every document into structured data that flows through your infrastructure. Deploy outputs the way you want: lightweight APIs or enterprise ETL.
Turn every document into a data stream. Point Unstract to your existing storage—S3, Google Drive, Dropbox, or data lakes. No migration needed. Support for 50+ formats and types including PDFs, images, Excel, and even handwritten forms.
Be it diagnosis codes, medication lists, or handwritten physician notes: LLMWhisperer extracts it all with exceptional accuracy. Use plain English in Prompt Studio to specify and extract data points across diverse document types.
Deploy human-in-the-loop validation—flag unusual dosages, drug interactions, and missing fields. Route complex cases to clinical reviewers. Maintain HIPAA-compliant audit trails for every document processed.
Save extracted data as JSON, CSV, or push it to your data warehouse. Set up once and run forever. Every document follows your rules, whether reviewed or automated.
Unstract adheres to the strict rules and regulations of various compliance authorities. Rest assured, we have policies, systems, and processes to ensure that your data is always safe, secure, and private.
Faq
Unstract is designed with healthcare compliance at its core. All document processing maintains HIPAA-compliant audit trails, with encryption applied at every step of data handling. The platform tracks data access and maintains detailed logs for compliance reporting. For organizations with strict data residency requirements, Unstract offers an on-premise deployment option that allows complete control over infrastructure and data.
Yes, Unstract is configured to handle the unique challenges of healthcare documentation. The platform can be trained on medical terminology, drug names, dosage formats, and ICD-10 codes through custom prompts in Prompt Studio and by setting up common synonyms. The dual-LLM validation feature, LLMChallenge, is valuable for medical data, ensuring drug names and dosages are extracted right or flagged for human review rather than risking errors.
Unstract processes over 50 healthcare document types including patient intake forms, lab reports, discharge summaries, clinical notes, radiology reports, insurance EOBs, prior authorizations, prescription records, and consent forms. Process anything from multi-page documents to mixed formats (typed, handwritten or poor scans).
Unstract provides flexible integration options without requiring system replacement. The platform can pull documents directly from your existing storage (cloud storage) and export structured data in healthcare-standard formats including CSV, Text, Numbers, or databases. Send documents for processing and receive structured responses for API deployment. Embed into current workflows without disrupting operations.
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Managed cloud, on-premise, or open-source. Unstract adapts to your infrastructure needs, so choose what works best for you.
Prompt engineering Interface for Document Extraction
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Make LLM-extracted data accurate and reliable
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