Muoro Built an AI System to Cut Denials by 60%
A healthcare tech firm partnered with Muoro to build an AI-driven denial management system, cutting resolution time by 60% while reducing manual effort and improving claim visibility.Automate denial management in healthcare by turning raw EDI 835 files into structured insights, reducing manual work and speeding up resolution with AI.
Manual claim processing was error-prone and slow. Hospitals lacked tools to track denials, extract insights, or manage uploads securely at scale.
The client needed intelligent automation, secure hosting, AI-assisted analysis, and real-time dashboards, all delivered in a scalable, production-ready platform.
Our client is a healthcare technology company focused on streamlining claims processing for hospitals and medical institutions.
The platform was designed to:
The client had deep healthcare domain knowledge but lacked backend capacity to build this from the ground up.
Despite a strong product vision, the client faced key development roadblocks:
Raw EDI 835 files were difficult to process, requiring custom logic to extract usable data.
Hospitals couldn’t track denial history or monitor uploaded files in one unified place.
Admins lacked role-based access, custom domains, and secure production deployment.
There was no file-level visibility after upload, undermining accountability and trust.
Muoro provided a backend engineering team to deliver secure infrastructure, intelligent parsing, and AI-powered analytics, fast.
The platform now parses EDI files automatically and uses AI to suggest next steps, helping hospitals resolve claims 60% faster.
Admins gained full visibility into uploads, denial trends, and resolution history without needing developer support.
The platform runs on AWS with secure domain access, role-based permissions, and monitoring tools for long-term scalability.
AI summaries and structured output cut response time significantly.
Automated parsing eliminated the need for error-prone data entry.
Dashboards and upload history improved visibility and trust for all users.
The system now runs securely with scalable infrastructure and custom domain access.
Muoro built a domain-hosted, AI-enabled denial management platform that processes complex healthcare files in real time. The client now supports multiple institutions with a secure, scalable system that reduces manual work and improves resolution speed.
If you're working with large datasets like EDI or claims records and need intelligent backend automation, Muoro delivers engineers with healthcare expertise to build real-time, secure systems.
Let’s talk.