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Financial accuracy in healthcare

End-to-end quality engineering for a doctor-payout platform — turning an error-prone, manual process into an accurate, auditable, high-throughput system.

Outcome
Zero critical defects in production
Outcome
50% faster payout cycles
Outcome
Improved doctor trust & transparency

Overview

A healthcare provider's doctor-payout process was highly manual and error-prone. Frequent payout discrepancies, slow approvals and disbursements, weak audit trails, and brittle integrations that fetched data by hand from disparate billing systems were eroding trust and slowing the business.


The challenge

Our approach

  1. Validated the absolute accuracy of every payout calculation and data integrity from source integration through to the database
  2. Performed in-depth API-level validation of individual services for correct business logic and inter-service communication
  3. Verified end-to-end functionality, data flow, and UI accessibility through comprehensive testing
  4. Ran performance testing under high load and security testing to protect sensitive PII and financial data

Results & business impact

Tools & technology

Functional / E2E testing API testing Performance testing Security testing (PII) Data-integrity validation

Delivered by NovasIQ teams and advisors across companies. Outcomes are drawn from delivered engagements and have been anonymized; client identity withheld.

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