"The most important realization for us was that AI is not here to replace our people; it is here to 'handhold' them."
Dr. Chinmay Umarji
Medical Director, UMCC Hospital

Transforming Quality Assurance Through AI Automation

From Manual Sampling to 100% Coverage in 30 Days

The Pursuit of 100% Coverage

UMCC maintains rigorous standards for patient interaction and compliance. While industry standards often rely on random sampling for Quality Assurance (QA), UMCC sought to transcend these baselines.

Their goal was to move beyond the constraints of traditional sampling to achieve total visibility into every patient interaction.

Areas for Optimization

  • Enhanced Visibility

    The goal was to move beyond the constraints of traditional sampling to achieve total visibility into every patient interaction.

  • Optimizing Human Talent

    Their QA specialists were spending valuable time on repetitive data gathering. The vision was to shift these experts away from manual checklist monitoring and toward high-value coaching and strategic staff development.

  • Accelerating Feedback Loops

    To maintain agility, the time needs to be shorten between a customer call and the feedback provided to the agent, ensuring continuous, real-time improvement.

Agentic AI Compliance Auditor

CloudRedux deployed a custom Agentic AI Solution designed to seamlessly integrate with the existing infrastructure. This system acts as an "always-on" auditor that supports the human team by handling the heavy lifting of data processing.

The "Agentic Audit" Workflow:

Ingest (The Ears)

The Agent automatically fetches audio recordings from the IVR system.

Input: WAV Audio
Transcribe (The Translation)

Utilizing advanced Speech-to-Text technology, that converts voice data into structured text with high-fidelity accuracy.

Output: JSON Transcription
Reason (The Brain)

The Agent Performs A 20-point Cognitive Audit On Every Call:

  • Did The Staff Greet Correctly?
  • Was The Tone Empathetic?
  • Did they create a sense of urgency?
  • Were All Patient Questions Addressed?
  • Was The Pricing Communicated Accurately?
  • Did The Staff Follow Compliance Protocols?
Process: 20 points Check
Act (The Output)

The system generates detailed performance reports, flags potential coaching opportunities, and delivers actionable insights to management.

Alerting: Instantly WhatsApps The Director If A "Red Flag" (E.G., Patient Dissatisfaction) Is Detected

Output: Alter/Report
The Impact & ROI

The Results: Measurable Transformation

Workforce Capacity
5 FTEs

Delivers the throughput of a full team to scale your operations instantly.

Audit Performance
+40%

Significant increase in the depth and accuracy of compliance checks.

Scale Potential
10X

The infrastructure can now handle 10x the call volume without requiring linear headcount growth.

Speed to Deployment
30 days

Full system implementation and integration achieved in just one month.

CloudRedux came to us with a vibrant solution for a problem we struggled to solve manually. Their Agentic AI transformed our patient communication from a challenge into a strength. I urge other healthcare leaders to embrace this.

Operational Excellence

  • Risk Mitigation

    Auditing 100% of calls rather than a small sample, reduced the probability of compliance anomalies slipping through the cracks.

  • Strategic Focus

    The QA team transitioned from "compliance chasers" to "performance coaches," driving better outcomes across the organization.

  • Return on Investment

    The system pays for itself in 3 days through labor savings alone

The CloudRedux
Difference

  • Workflows that fit your specific business logic
  • Scalable platform for your growing organization
  • Ongoing optimization and support
  • No Hidden Costs with guaranteed timeline

Ready to Automate Smarter?

No complex sales pitches. Just a clear conversation about what your business needs and how we can help you get there.

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