Case studies

From complex data to measurable action.

An anonymised archive of outcomes previously published by InVie. Engagement specifics can be discussed directly where confidentiality permits.

$40m+

Revenue integrity analytics for a major health system

Challenge: Resource-intensive rules and high false positives obscured missed charges and coding errors across a multi-billion-dollar health system.
Approach: Predictive account-level analysis, automated reconciliation across EMR environments and feedback-driven models prioritised the highest-value exceptions.
Reported outcome: The prior InVie case-study library reported more than $40m in confirmed missed charges and automated analysis of all outpatient accounts.

$14m+

Challenge: Siloed insight and inconsistent thresholds made it difficult to identify systemic revenue leakage and direct auditors to the right work.
Approach: A shared predictive model, locally tuned thresholds and decision-ready dashboards helped teams identify and resolve higher-value opportunities.
Reported outcome: The prior InVie case-study library reported more than $14m in confirmed missed charges with complete outpatient-account analysis.

$9.7m+

Challenge: A healthcare services provider operating across many campuses lacked a consistent system for monitoring billing practices and missed charges.
Approach: Daily predictive prioritisation focused audit capacity on the exceptions with the strongest expected return.
Reported outcome: The prior InVie case-study library reported $9.7m in confirmed value while the programme was still being adopted across facilities.