Clinical labs handle unique document challenges: high-volume EOBs from Covid-era backlogs, pathology reports, CMS 1500 claim forms, and insurance authorizations from dozens of payers. AI extraction handles all of them.
Upload any document — PDF, scan, or photo — and get structured data back immediately. No setup, no templates, no waiting.
Drag and drop EOBs, CMS 1500 forms, pathology reports, or insurance authorizations. Upload individual files or entire batches from your document management system.
Lido identifies fields by context, not coordinates. It reads EOBs from Blue Cross, Aetna, Cigna, Medicare, and Medicaid MCOs, plus pathology reports from different reference labs, without separate configurations.
Get structured output in Excel, CSV, or JSON. Map extracted fields to your billing software’s import format. Use the API for automated pipelines.
Last updated: June 2026
A neurology practice handling 175,000 pages annually faces a fundamentally different document challenge than a general accounting firm. The volume itself is substantial. But the real difficulty is variety: EOBs from 20 or more insurance payers, each in a different format. CMS 1500 claim forms. Pathology reports from external reference labs. Authorization letters. Department of Managed Care correspondence carrying regulatory deadlines.
The pandemic intensified these challenges. Labs that remained operational during Covid accumulated backlogs numbering in the thousands of unprocessed EOBs. Payers revised formats. Staff turned over. One lab director described inheriting 3,000 unposted EOBs when he assumed responsibility for the billing department. Processing those manually would have consumed weeks of his team’s time.
Template-based OCR tools cannot keep pace in this environment. Every new payer format requires a new template. Every format revision demands maintenance. At 20 payers, you are administering 20 templates. At 50, the template library becomes a project unto itself. AI extraction eliminates that entire configuration layer. The AI reads documents by recognizing what a “paid amount” or “adjustment code” represents in context, regardless of where the payer positions it on the page.
Lido handles any lab document from the first upload. No templates to construct. No training data to compile. A medical practice can upload an Aetna EOB, a Blue Shield pathology report, and a Medicare CMS 1500 in a single batch and receive structured data from all three.
“We inherited 3,000 backlogged EOBs from a staff transition. Uploaded the entire batch and had structured payment data for all of them within a day. That backlog would have taken three weeks to clear manually.”
“We work with over 20 insurance payers and each one sends EOBs in a different layout. The AI handled every format from day one. No template setup, no per-payer configuration.”
“Denial codes were the hardest part to catch manually. The AI extracts every denial reason and adjustment code so we can file appeals before the deadline instead of discovering them weeks later.”
Audited controls over a sustained period, not a point-in-time check.
Business Associate Agreement available. PHI encrypted and purged after processing.
All uploaded documents purged within 24 hours. No copies retained on any server.
Medical labs process Explanation of Benefits (EOB) documents from insurance payers, CMS 1500 claim forms, pathology and lab result reports, insurance authorization letters, remittance advices, and correspondence from the Department of Managed Care. AI extraction handles all of these document types without requiring separate templates for each payer or format.
Yes. Labs that accumulated backlogs of thousands of unprocessed EOBs during Covid can upload entire batches at once. One lab processed 3,000 backlogged EOBs in a single day using batch upload. The AI reads each document regardless of payer format or date, so there is no limit on how far back the documents go.
Yes. The AI extracts structured data from pathology reports including specimen type, diagnosis codes, ordering physician, collection date, and result fields. It handles reports from different reference labs and hospital systems without separate configurations for each source.
Yes. The platform is SOC 2 Type 2 certified and HIPAA eligible. A Business Associate Agreement is available for organizations that require one. Documents are encrypted with AES-256 at rest and TLS 1.2 or higher in transit, and all uploaded files are purged within 24 hours of processing.
Most single-page EOBs and claim forms are extracted in under 10 seconds each. Batch uploads of thousands of pages run in parallel, so a batch of 1,000 single-page documents typically completes within 30 minutes. Labs processing 175,000 or more pages per year use the Scale or Enterprise tiers for dedicated throughput.
Yes. Extracted data exports to Excel, CSV, or JSON, which covers import formats for most lab billing and practice management systems. The REST API enables direct integration for labs that want to automate the full pipeline from document intake to payment posting without manual file transfers.
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Built on Lido’s OCR engine
Built on Lido’s OCR engine
Built on Lido’s OCR engine
Process EOBs, lab reports, and claims from every payer format. Upload your first documents free.
50 free pages. No credit card required. HIPAA eligible.