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Workflow Scenarios

Illustrative scenarios — not customer case studies. See how decision infrastructure addresses regulated workflow challenges.

These are illustrative workflow scenarios for planning discussions. For verified outcomes, see our 90-day pilot framework.

Insurance

Claims Triage and Coverage Reasoning

The Challenge

Inconsistent first-pass routing and coverage decisions create rework, delayed settlements, and audit risk.

The Approach

Deploy IntelliHuman Claims for triage scoring, coverage reasoning with policy citations, and subrogation signal detection — as an overlay on existing CMS.

Projected / Expected Impact

  • Pilot design target: 40% faster handling
  • Pilot design target: 85% coverage decision accuracy
  • Pilot design target: 2× subrogation signal detection

“We need consistent adjuster-level judgment at scale — with a trail auditors can follow.”

— Illustrative claims operations scenario
Insurance

Insurance Fraud Detection Enhancement

The Challenge

High false-positive rate in fraud detection leading to customer dissatisfaction and revenue loss.

The Approach

Deploy fraud signal detection trained by veteran fraud investigators with explainable reasoning.

Projected / Expected Impact

  • Illustrative: 60-85% reduction in false positives
  • Illustrative: faster investigation times
  • Illustrative: improved SIU referral accuracy

“Domain expertise at scale — with decisions we can defend to regulators.”

— Illustrative risk operations scenario
Healthcare

Healthcare Workflow Optimization

The Challenge

Manual review bottlenecks delaying patient care and increasing operational costs.

The Approach

Implement prior authorization workflow automation with expert physician validation.

Projected / Expected Impact

  • Pilot design target: 60% faster PA processing
  • Pilot design target: 35% more first-pass approvals
  • Illustrative: reduced clinical admin burden

“This wouldn't replace doctors — it would make them more effective.”

— Illustrative medical director scenario

Ready to verify in your environment?

Start with a structured 90-day pilot on claims, prior auth, or logistics.

Apply for PilotView Claims Workflow