Map IPSS' training volume against 2026 benchmarks to identify your specific 'Execution Gap'.
Ensure your AI meets strict Human Oversight requirements while validating your high-volume simulation workflows before the August 2nd regulatory deadline.
Workflow Risk Estimator
What is your workflow risk actually costing you?
Map IPSS’ simulation training volume against 2026 benchmarks to identify your specific 'Execution Gap'. Ensure your educational AI meets strict Human Oversight requirements while validating high-volume pediatric safety workflows.
20 seconds to complete
Question 01 / 04
How many customer workflows does your AI handle per year?
Prior auth requests, enrollment flows, patient access requests, claims initiations, and any transaction-bearing interaction.
Healthcare typical pre-selected: Health systems and payers typically handle 60K–600K AI-assisted workflows annually. Change if you have a better number.
Question 02 / 04
What % of those workflows end without a completed transaction?
Handoffs to agents, abandoned flows, unresolved escalations, any outcome needing manual follow-up.
Healthcare typical pre-selected: 30% common for healthcare (SQM Group 2024). Change if you have a better number.
Question 03 / 04
What's the average transaction value at risk per incomplete workflow?
The value of the underlying authorization, enrollment, or service that fails to reach a documented outcome.
Healthcare typical pre-selected: Prior auth and enrollment workflows commonly range $200–$2,000 in value at risk. Change if you have a better number.
Question 04 / 04
How many staff-hours per week go toward fixing what your AI didn't finish?
Manual completion, staff escalation, rework, exception handling, and documentation gaps.
Healthcare typical pre-selected: Healthcare admin teams typically spend 60–150 hrs/week on AI fallback handling. Change if you have a better number.
0 of 4 questions answered
Your Workflow Risk Report
Estimated Annual Cost of Doing Nothing
Cost Breakdown by Dimension
Incompletion Cost
Remediation of failed workflows
Delay / Leakage Cost
Value lost to fallback + delay
Manual Fallback Cost
Staff hours covering AI failures
Compliance Exposure
Expected annual regulatory loss
Cost of Waiting One Quarter
Every 90 days you don't act
Your Failure Mode Exposure Map
Why 70% of Healthcare AI Implementations Fail the "Clinical Integrity" Test
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