Modern QA2026Balancing the Four Quadrants — tiles
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6.6Balancing the Four Quadrants

The key insight: all four quadrants are necessary. Teams that only automate Q1 tests miss business-level gaps. Teams that only do Q3 exploratory testing miss structural issues. A mature QA strategy covers all four quadrants with appropriate investment.

Investment Guide

Team Maturity Q1 Q2 Q3 Q4
Early stage 40% 30% 25% 5%
Growing team 30% 30% 20% 20%
Mature team 25% 25% 25% 25%

Early-stage teams should invest heavily in Q1 (unit tests) because they provide the fastest feedback. Mature teams should distribute effort more evenly, with significant Q4 investment in performance and security.

Quadrant Summary

Quadrant When It Happens Who Drives It Automated?
Q1 (Unit/Integration) During development, continuously Developers + QA Fully automated
Q2 (Functional/Story) During sprint, as stories complete QA + PO Mostly automated
Q3 (Exploratory/Usability) During sprint and before release QA + Users Manual (by design)
Q4 (Performance/Security) Before major releases, continuously QA + DevOps Automated with human analysis