Regulated healthcare software demands evidence — not just passing tests. This platform team used industry-specific knowledge agents alongside TestBuddy to produce audit-ready quality artifacts.
Client
Clinical data platform (US market)
Industry
Healthcare
−70%
Audit prep time
+120%
Workflow coverage
0 critical
Compliance findings
↑ High
Release confidence
The challenge
Manual validation of PHI handling workflows could not scale with quarterly release trains. Audit preparation consumed weeks of specialist time each cycle.
The solution
Healthcare Knowledge Agents mapped administrative and clinical data flows. TestBuddy automated regression across patient intake, provider portals, and billing integrations with governed data fixtures.
Governed test data
Synthetic PHI fixtures were generated and versioned through elsai orchestration. Every test run linked to an immutable audit record — satisfying internal compliance and external reviewer requirements.
Continuous compliance signals
Prism dashboards gave compliance officers weekly visibility into coverage trends and open risk areas, replacing ad-hoc spreadsheet reporting.
“For the first time, our compliance team saw quality data in real time — not after the release shipped.”