All Case Studies/Medical Devices / Healthcare Technology
PORTFOLIO CASE STUDYMedical Devices / Healthcare TechnologyDomain: Automated Medical Verification & Regulatory Evidence AutomationEngagement: Medical Software Quality Engineering Pod

Automating Verification Evidence for a Connected Device

Specialized Engineering Scope & Mission Challenge

A connected medical technology enterprise manufacturing infusion pumps faced ballooning release cycles. As software complexity expanded with cloud telemetry, cybersecurity patches, and mobile app companion interfaces, the manual verification effort exploded. Verification engineers spent eight weeks per release cycle executing manual regression scripts on bench fixtures and copying screenshots into Word documents to satisfy FDA 21 CFR Part 11 and EU MDR audit requirements. Engineering teams were burned out, and critical clinical feature updates were delayed by months.

Granular Competency & Technical Requirement Matrix

Automated Hardware-in-the-Loop Medical Test Bench Architecture
Python-Based Automated Test Framework (PyTest, Appium)
FDA 21 CFR Part 11 Compliant Electronic Records & Audit Trails
Bidirectional Requirement-to-Test Traceability Automation (Jira / Polarion)
Automated Test Evidence Packaging & Hyperlinked Report Generation
Static Code Analysis, Memory Leak & Fuzz Testing Pipelines

Critical Engineering & Integration Complexities

  • Rigorous 21 CFR Part 11 compliance mandating tamper-proof audit trails and cryptographic signatures on all automated test logs.
  • Interfacing automated test scripts with physical touchscreens, physical keypad buttons, and real fluid flow sensors.
  • Ensuring test framework reliability to eliminate flaky tests that invalidate multi-hour regression runs.
  • Supporting continuous agile release cycles while maintaining complete compliance with formal medical device DHF freeze gates.

Engineered Delivery & Execution Workflow

01

Test Infrastructure Architecture

Architected a modular Python test harness controlling programmable power supplies, serial lines, and fluid sensors.

02

Electronic Record Hardening

Implemented cryptographic SHA-256 hashing and automated timestamping for all generated execution logs and artifacts.

03

Automated Infusion Testing

Scripted automated test suites covering bolus delivery accuracy, occlusion alarm triggers, and air-in-line detection.

04

Polarion ALM Bi-Directional Sync

Automated the synchronisation between Polarion requirements, test cases, and automated execution results.

05

Stress & Boundary Fuzzing

Implemented network fuzzing and memory leak checks under 72-hour continuous pumping stress scenarios.

06

Audit Dossier Generation

Built an automated compilation script that transforms thousands of test results into a single indexed, audit-ready PDF dossier.

07

Regulatory Validation & Handover

Validated the test tool itself in accordance with FDA software validation guidelines for release use.

Production Toolchains, Protocols & Frameworks

Test automationRisk-control traceabilityCI pipelinesDesign-history recordsPythonPolarion ALM

06 | PROJECT TARGETS

Project Targets and Business Impact

100%
Bidirectional traceability target
Target for this engagement.
-40%
Evidence-preparation effort target
Target for this engagement.
2x
Regression throughput target
Target for this engagement.
0
Open critical evidence gaps target
Target for this engagement.
Business Impact Statement: The workflow makes quality reviews repeatable and auditable while liberating clinical firmware engineers to focus on product innovations.

Customer Confidentiality Note: Customer identity, proprietary codebases, and commercial program specifics have been anonymized in accordance with non-disclosure agreements.

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