Insights

Notes on AI, automation and quality

Practical writing from the team that builds AI agents and automated test suites for Canadian organizations.

August 30, 2026

AI-Powered Test Automation: What Actually Changes for QA Teams

How AI-assisted authoring, self-healing locators and risk-based execution change day-to-day QA work, and where human judgement still matters.

August 26, 2026

A practical comparison of building an internal automation team versus a managed TaaS engagement, including cost, ramp time and risk.

August 22, 2026

Why regulated organizations deploy models inside their own boundary, and the architecture patterns that make it practical.

August 17, 2026

What AODA and WCAG 2.1 AA actually require in practice, and how to fold accessibility checks into an existing automated pipeline.

August 11, 2026

Most AI pilots stall because the agent cannot reach the systems where work happens. Here is how to design the integration layer first.