transforming healthcare appeals & grievances with automation and agentic AI

Healthcare payers are facing a structural shift in appeals and grievances (A&G) operations, driven by rising denial volumes, tighter regulatory expectations and increasing demand for faster and more accurate resolutions. Traditional, manual-heavy approaches are no longer sufficient to manage this scale and complexity.

As operational pressures grow, A&G is evolving from a reactive, process-driven function into a strategic capability that must balance efficiency, compliance and experience. This shift is accelerating the need for intelligent automation and AI-led decisioning to modernize how appeals are managed end-to-end.

In this blog, Prashant Ramineni, Solution Design Head (Healthcare) and Vijeet Sareen, Senior Services Head of Client Operations at Infosys BPM, share their perspectives on how automation and emerging Agentic AI capabilities are reshaping A&G management. They highlight the shift from fragmented workflows to intelligent, scalable operations that enable compliance with confidence.


Why A&G management is at a breaking point

Despite its growing importance, many healthcare payers are still dependent on fragmented systems and disconnected applications that require manual appeal processing. What should be a structured, predictable workflow often becomes a slow and resource-intensive process, creating persistent strain across operations.

Key challenges include:

  1. Rising denial volumes and appeal rates
  2. The increase in denials and appeal requests places significant pressure on operations teams. Delays cascade quickly and lead to missed service commitments.


  3. Fragmented systems and manual processes
  4. Teams often navigate multiple platforms to manage a single case, resulting in rework, longer turnaround times and inconsistent outcomes.


  5. Compliance risks from processing delays
  6. Timely and accurate resolution is critical. Delays not only impact members and providers but also increase the risk of slipping into non-compliance or non-adherence from a regulatory perspective. This makes compliance-ready AI case management essential for improving auditability and adherence.


  7. Misrouting of appeals
  8. Incorrect triaging leads to reprocessing, higher administrative costs, and extended delays. This affects both payer operations and provider revenue cycles.


  9. Human impact
  10. Behind every appeal is a member waiting for clarity, a provider managing cash flow and an operations team under constant pressure. These challenges directly affect experience, satisfaction, and trust.


How payers are shifting their priorities

To address these pressures, healthcare payers are rethinking A&G operations with a stronger focus on:

  • Automation at scale
  • Reduced turnaround times
  • Higher accuracy and improved satisfaction
  • Cost optimisation with stronger compliance readiness

Health Affairs research, drawing on multiple studies, estimates that administrative costs account for ~15–30% of U.S. healthcare spending, with A&G contributing significantly. In response, payers are moving towards proactive, data-driven and automated operating models that can keep pace with growing volumes while supporting future needs.


The role of automation and Agentic AI in A&G transformation

Automation has long helped streamline repetitive tasks in A&G operations by reducing manual effort and improving accuracy. Even with routine processing, today’s challenges demand more than rule-based workflows.
Agentic AI extends this further by introducing systems that can reason, adapt and make context-aware decisions in real time. It enables A&G teams to:

  • Analyse complex claims and supporting documentation
  • Identify anomalies and recommend the next best actions
  • Continuously learn from outcomes and improve decisions
  • Manage exceptions intelligently
  • Orchestrate workflows seamlessly across systems

The impact is clear: Faster resolutions, fewer errors, higher compliance and a significantly enhanced experience for both members and providers.

Agentic AI transforms A&G from a reactive, compliance heavy function into a proactive driver of efficiency and value.


A real transformation story

One healthcare payer’s experience demonstrates the impact of combining intelligent automation with strong governance.

The transformation approach included:

  1. Rapid backlog reduction: a focused backlog reduction supported by targeted interventions helped stabilise volumes and reset the operational baseline.
  2. Centralised operations: operations were consolidated and supported by the Infosys BPM’s AssistEdge platform along with RPA to eliminate manual inefficiencies.
  3. Enhanced governance: pre-audits, swap audits and continuous monitoring strengthened compliance and improved quality controls.

The outcomes were significant:

  • 50% reduction in turnaround time
  • 45,000+ appeals processed monthly
  • 100% deviation accuracy
  • Clinical return rate reduced from ~8% to under 3%
  • Significant cost savings and stronger compliance readiness

This highlights how automation, governance and compliance-ready AI case management together can deliver measurable improvements in A&G performance.


Where A&G operations are headed

A&G operations are evolving towards integrated, intelligent ecosystems where:

  • Automation, Agentic AI and analytics work together seamlessly
  • Appeals are not just processed faster, but increasingly predicted and prevented
  • Member and provider experiences are significantly enhanced
  • Payers can scale operations without compromising compliance or service quality

The future of A&G is proactive, intelligent and member‑centric, powered by innovation and continuous improvement frameworks.


Final thoughts

As A&G complexity continues to grow, reliance on manual, fragmented processes are no longer sustainable. Automation provides the foundation, while Agentic AI elevates A&G into a strategic capability that reduces cost, strengthens compliance, accelerates outcomes and enhances member satisfaction.

With the right combination of technology, governance and domain expertise, A&G can move from being an operational burden to a key enabler for efficiency and better healthcare outcomes.


How can Infosys BPM help

Infosys BPM enables healthcare organisations to transform their Appeals & Grievances through a combination of intelligent automation, strong governance and deep domain expertise. Leveraging platforms such as AssistEdge and centralised operating models, Infosys BPM reduces manual inefficiencies, improves accuracy and strengthens compliance while helping payers manage rising volumes and system fragmentation.

Connect with our team to explore how automation and Agentic AI can accelerate your journey toward smarter, scalable and compliant healthcare AI solutions.