---
title: "Test Automation Architecture Services | TestShift"
description: "Modernize test automation through governed Playwright migration, deterministic CI/CD quality gates, and bounded AI agent integration with explicit human authority."
canonical: "https://www.test-shift.com/services/"
---

Canonical URL: https://www.test-shift.com/services/

Consulting architecture

# Build the system behind reliable delivery

  

Three focused engagements for teams that need more than another test framework: a safe modernization path, trustworthy release evidence, and an operating model engineers can sustain.

    [### Playwright Migration

Replace a fragile rewrite with an evidence-driven migration program that protects delivery while the new platform earns trust.

  Explore the engagement](/services/playwright-migration/)[### Quality Gates

Transform CI from a test runner into a governed decision system with signals teams can understand, trust, and act on.

  Explore the engagement](/services/quality-gates/)[### Governed AI Agent Integration

Turn one high-value workflow into a controlled AI-agent pilot with explicit permissions, evidence, approvals, and operational ownership.

  Explore the engagement](/services/governed-ai-agent-integration/)

Partner with TestShift

## Ready to architect quality at scale?

Stop debugging, start shipping.

  [Book a Strategy Call](/contact/)