How Teams Use TestRelic AI

Real metrics from real engineering teams running Playwright at scale

SP

StreamPay

Fintech — Series B

70%

faster failure triage

TestRelic AI cut our Playwright triage time by 70%. We went from a full-day failure meeting to a 15-minute standup review.

Jordan Lee, VP Engineering

Highlights

  • 800+ Playwright tests across 3 CI pipelines
  • Replaced Allure + custom dashboards with one platform
  • AI categorization eliminated manual tagging
MP

MedPortal

Healthcare Startup

100%

HIPAA-compliant test pipeline

HIPAA compliance was a blocker until we found TestRelic AI. On-premise deployment let us keep patient-adjacent test data in our own VPC.

Priya Sharma, CTO

Highlights

  • On-premise deployment within hospital VPC
  • PHI scrubbing built into the Playwright reporter
  • Audit trail satisfied SOC 2 auditor on first pass
CE

CartEngine

E-Commerce — Growth Stage

12 hrs

saved per sprint

Flaky test detection alone saved us 12 engineering hours per sprint. The AI just gets it right.

Marcus Chen, Staff SDET

Highlights

  • 1,200 Playwright tests with sharding across 8 workers
  • Shard analytics identified hot-shard imbalance (40% improvement)
  • Trace integration replaced manual screenshot reviews
GD

GovDigital

Public Sector Contractor

Zero

data leaving client network

Air-gap deployment was the only option for our client. TestRelic AI's on-premise package worked out of the box.

Angela Torres, QA Lead

Highlights

  • Air-gap deployment behind classified boundary
  • Section 508 accessibility regression tracking
  • Immutable audit logs for NIST 800-53 compliance

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