Free e-book · New 3.0 edition

Test Automation
Levels 3.0.

Assess and evolve your automated testing implementation in the age of generative AI.

A practical framework built from DBServices consultants' experience to help teams advance quality, metrics, and responsible AI adoption.

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Test Automation Levels 3.0 e-book cover

Leonardo Mello · August 2026

A practical roadmap for modern quality teams

Assess your automation maturity

Locate your team across five proven stages and understand what progress looks like.

Use metrics that guide evolution

Track the signals that matter at each transition instead of chasing vanity coverage.

Apply generative AI with judgment

See where AI adds value in testing, where it does not, and how adoption changes by level.

Build responsible governance

Move from informal AI use to secure, observable, organization-wide practices.

Find your place across the 5 levels

The 5 Levels of TAL

LEVEL 1

Intuitive

Manual Test at the-end-of-the-line

LEVEL 2

Formation

Low Coverage, Specific Initiatives

LEVEL 3

High Coverage

High Coverage with e2e, integrated and unit tests

LEVEL 4

Consistent Flow

High Coverage + New Feature = New Tests

LEVEL 5

Quality Culture

Consistent Flow + Test Observability

TAL gives teams a shared language for automation maturity, from manual-first validation to an observable culture of quality with governed AI adoption.

Discover your team's TAL level

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