Founder/Exec hook: You don’t need 10k brittle scripts—you need the right 500 that never flake.
QA Leader hook: From zero to green gates: modules → data → cases → CI in four sprints.
Model-Based Test Automation (MBTA) in Tosca flips the script. Instead of chasing locators, you build modules that represent stable business components. Then you assemble reusable test cases like Lego, inject data variations, and run at scale—without rewriting the world every UI tweak.
Start simple:
- Module library for your top 20 screens/components.
- Risk-based selection of critical user paths.
- Data separation via test sheets for coverage without duplication.
- CI integration to publish green/red gates each PR.
By Sprint 4, you should see faster authoring, fewer flaky failures, and a shrinking maintenance tail. Add governance (reviews, naming conventions, coverage KPIs), and you’ll have a maintainable engine that scales.
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