Medical precision meets AI velocity
Hewto.ai turns messy HCFA, UB-04, and dental claim forms into clean, validated, integration-ready data — in seconds. Built for the accuracy and compliance US healthcare demands.
OCR that sees forms the way humans do
Fine-tuning at the click of a button
Upload a handful of labeled samples and Hewto.ai fine-tunes a purpose-built vision-language model on your exact forms. No ML team, no pipelines, no code.
Reads checkboxes, crosses & ticks like a human
Checked, crossed, or ticked — our models understand selection marks the way the human mind does, including partially marked and ambiguous boxes.
Signal separated from noise
Watermark text vs value text, label text vs value text, background vs foreground — Hewto.ai tells them apart so only real data lands in your systems.
Trusted by payers, providers, and RCM teams processing millions of claims
Manual claim entry is slow, costly, and error-prone
Every faxed HCFA, scanned UB-04, and dental attachment gets keyed by hand — creating denials, rework, and days of delay. Hewto.ai replaces that with an AI pipeline that reads any layout and hands you clean, validated data.
- Reads low-quality scans, faxes, and handwriting
- Understands box-level structure of CMS forms
- Confidence scores + validation catch errors upstream
Built for the forms US healthcare runs on
HCFA / CMS-1500
Professional claims from providers, captured field-by-field with box-level precision.
UB-04 / CMS-1450
Institutional claims with revenue codes, value codes, and occurrence spans.
Dental (ADA)
ADA dental claim forms with procedure codes and tooth-level detail.
EOBs, superbills & more
Beyond claims — remittances, prior-auth packets, and clinical attachments.
From document to data in four steps
Ingest
Upload scans, faxes, PDFs, or connect a mailbox. Any quality, any layout.
Extract
AI reads every field, table, and handwritten note into structured data.
Validate
Business rules, payer edits, and confidence scoring flag issues before they cost you.
Integrate
Push clean data straight into your EHR, clearinghouse, or RCM platform via API.
Ready to see Hewto.ai on your documents?
Book a personalized demo and watch us process your HCFA, UB-04, and dental claims live.