Bubinga
Editor's Pickby BRYJ Inc
“The payer-intelligent document platform that helps health plans shift left — resolving issues upstream so clean claims move forward without the rework. ”
Overview
Purpose-built IDP platform for healthcare payers and Medicare Administrative Contractors. Layers payer-domain intelligence on top of Azure Document Intelligence to deliver shift-left, pre-adjudication workflow automation across claims, prior auth, provider enrollment, appeals, and medical records.
Workflow Coverage
Click any row to expand capabilities. Hover rows for form examples.
| Workflow | Maturity | Accuracy |
|---|---|---|
▶Intelligent Mailroom | Available | >96% document type classification on mixed-type batches; aligned with Azure Document Intelligence benchmarks |
▶Claims Intake & Validation | Available | Aligned with Azure Document Intelligence benchmarks — 95-99%+ field-level extraction on structured claim forms; improves with customer training data |
▶Prior Authorization | Available | >96% classification accuracy |
▶EOB & Remittance Processing Commercial only | Available | — |
▶Risk Adjustment / HCC Coding | Planned | — |
▶Appeals & Grievances | Available | — |
▶Provider Enrollment MAC only | Available | >96% classification on 855 form variants |
▶Provider Credentialing Commercial only | Available | — |
▶Member Enrollment Commercial only | Available | — |
▶Medical Records & Clinical Documentation | Available | — |
Shift-Left / Pre-Adjudication Intelligence
Catches issues upstream before claims reach the adjudication engine. Flags missing clinical documentation, invalid field values, and workflow gaps before submission — reducing downstream denials and rework.
Payer Domain Expertise as Product
Built by 25+ year veterans of MAC operations and healthcare payer IT. Domain knowledge embedded in product, not a third-party skill or partner overlay.
OnBase AutoKeyworder / DIP Integration
Purpose-built for OnBase DIP workflows. Automatically applies keyword indexes (member ID/MBI, NPI, PTAN, dates, routing fields) at extraction time — no separator pages, no manual indexing step. Faster time-to-value than generic connector-based integrations for OnBase shops.
MAC / Medicare-Specific Knowledge
Deep expertise in CERT audit patterns, CMS compliance, DME prior auth, and Medicare workflows. Pre-built models for CMS-1500, CMS-1490, UB-04.
Long-Running Document Handling
Segments 10,000+ page documents for parallel processing without blocking standard-volume claim work. Prevents large medical records from degrading SLAs.
Transparent, ROI-Focused Pricing
Per-claim ($0.25), per-attachment ($0.03), per-page ($0.14). Predictable, volume-based model designed around payer unit economics.
Payer Core Systems
- OnBase (Hyland) — Rapid Keyworder / DIP — deep native integration
- ANSI X12 837 output (claims adjudication)
- ANSI X12 835 (remittance)
- SFTP / secure file transfer
- API (JSON/XML)
- Message queues
- IBML scanners
- ✗SOC2 Type II and HITRUST certifications not yet completed
- ✗GenAI / LLM integration is roadmap, not yet shipped at enterprise maturity
- ✗No transparent form overlays currently (frontend roadmap)
- ✗Multi-language OCR narrower than general-purpose platforms
- ✗Small organization — concentration risk vs. large enterprise vendors
- ✗Not yet rated by IDC, Gartner, or KLAS