Hospital Billing Calculator

Calculate potential revenue recovery from ICD-10 coding optimization using AI agents

Enter your hospital's total annual revenue

Typically ranges from 1-5% according to HFMA references

ICD-10 Coding

Proper coding ensures accurate billing and maximizes reimbursement from insurance providers.

AI Optimization

AI agents identify coding errors and suggest improvements to reduce revenue loss.

Recovery Rate

Industry standard shows approximately 50% of coding losses can be recovered.

Calculations are estimates based on industry standards. Actual results may vary.

Industry Sources

Research supporting coding loss percentages:

AI Recovery Research

Studies demonstrating AI-assisted coding recovery potential:

Frontiers in AI — ChatGPT for ICD-10 documentation (Nephrology, 2024)

Peer-reviewed evaluation of AI-assisted documentation and coding accuracy

medRxiv — RAG LLMs vs human coders in ED (2024)

Preprint comparing ICD-10-CM coding performance with retrieval augmentation

npj Health Systems — Domain-specific LLMs for coding (2025)

Peer-reviewed study on fine-tuned models improving coding efficiency

JMIR Medical Informatics — Automatic ICD-10 coding (2021)

Deep learning system evaluated with human coders

arXiv — LLMs are good medical coders with tools (2024)

Preprint demonstrating tool-augmented performance for coding

arXiv — Generative AI for surgical report to coding (2025)

Preprint on CPT/ICD extraction from operative reports

Case study — Autonomous coding improves revenue cycle (2022)

Audited case study in ED using autonomous coding (Nym Health)