AI Assisted Healthcare Automation

AI-Powered Paper EOBsto 835 Conversion

Obvious uses AI to automate healthcare document and payment workflows — from classifying unstructured letter correspondence to processing patient payments, ERAs, and paper EOBs. By converting complex, manual inputs into structured, system-ready data and compliant 835 files, we help revenue cycle teams reduce manual effort, improve accuracy, and accelerate payment posting.

AI-Assisted X-RayInterpretation for Primary Care

XRAI generates AI-assisted findings for every X-ray study. The reviewing primary care provider validates, finalizes, and signs the report, which is then delivered directly to the EHR — helping primary care providers make faster, more informed diagnostic decisions.

Three Products. One Focus

Powering Smarter Healthcare Workflows.

IHA — RCM Payment Posting

Paper EOB to HIPAA 835 conversion only.

Paper EOBPDFScanned ImageExcelCSV

Paper EOB Intake

Scanned EOBs and remittance documents arrive automatically.

AI Processing

AiBlocks™ extract, validate, and balance remittance data.

Human Review

Only exceptions reach your posting team.

835 Generation

Compliant HIPAA 835 files, ready to post.

Posting Systems

Practice management and billing systems.

HIPAA 835SFTP
99.5%
Field-level accuracy on paper EOBs
24 hrs
Average turnaround time
835
Compliant output file per remittance
$120M+
Remittance value processed annually

XRAI — AI-Assisted Xray Interpretation

AI-Assisted X-Ray Reporting, From Study to Sign off — Built for Primary & Urgent Care.

DICOMImageStudy

Study Intake

Xray studies are picked up as soon as they land.

AI Interpretation

AI drafts findings and highlights areas of interest.

Primary Care Provider Review

The primary care provider reviews, approves, and signs.

Signed Report

Final report generated with full traceability.

Care Systems

The final report is posted directly to the EHR.

ReportEHRAPI
< 10 min
Draft interpretation per study
99.57%
Accurate Interpretation
9
Primary Care / Urgent Care sites
800+
Studies interpreted / month

CEP — Cognitive Enterprise Platform

Intelligent Document Processing powered by AiBlocks™ and AiBlock™ Workflows—built to adapt across document types, business processes, and industries.

PDFImageExcelCSVXMLTextAPI

Any Document In

Monitored folders, APIs, and file repositories.

AiBlock™ Workflows

Composable AiBlocks™ configured per use case.

Human-in-the-Loop

Configurable review and approval steps.

Structured Output

Normalized, validated, business-ready data.

Any System Out

ERP, databases, APIs, and downstream applications.

JSONDatabaseAPIERPSFTP
Industry-Agnostic
Intelligent document processing
300+
Reusable AiBlocks™ for document processing
150+
Build AI Workflows with Reusable AiBlocks™
24/7
Continuous automated processing

Why Obvious

Measured, Secure, and Built to Scale

HIPAA compliant

Security

Encrypted processing and auditable handling of every document.

Role-based access

Authentication

Every action tied to an identity, with full traceability.

CEP

300+ AiBlocks™

Number-Driven AiBlocks™

Measured accuracy, throughput, and exception rates per block.

Payment Posting

24 hrs

Turnaround Time

Average TAT for paper EOB to 835 conversion.

IHA

99.5% accuracy

Payment Posting

Balanced remittance data ready for posting systems.

XRAI

< 10 min

Xray Interpretation

AI-drafted findings for primary care providers, physician approved.