Our AI-First Test Automation methodology turns confirmed test cases into enterprise-grade automated tests up to 3× faster than manual scripting.
AI does the building, inside a governed workflow where expert engineers review, correct and confirm every test before it enters your regression suite.
Although AI can produce test scripts quickly, speed alone doesn't solve the harder parts of test automation, like fitting new tests into an existing framework, following architecture and coding standards, and handling application changes. Without structure, faster generation can simply create more code for engineers to maintain.
Our AI-First Test Automation methodology is designed to reduce that manual implementation work while keeping engineering standards, test coverage and final approval under human control.
faster from confirmed test case to enterprise-grade automated test
automated tests delivered in our client case study, twice being an out-of-the-box Playwright build in the same period
of AI-built tests reviewed and approved by expert engineers before they ship
Our methodology runs as a scoped workflow with a defined start and finish: confirmed test cases go in, best-practice automated tests come out.
Between the two sit five phases, each with a human review gate so nothing reaches your regression pack on AI's say-so alone.
AI explores and maps your application — screens, flows and elements — building the context automation needs
Confirmed test cases become clean, best-practice automated tests with page objects and data handling included
Tests run against the live application, self-correct and stabilise until they pass reliably
Independent checks on standards, coverage and traceability, separate from the AI's own assessment
A maintenance loop keeps suites healthy as your application changes
Our methodology works because the division of labour is explicit. AI takes on the volume; engineers make the judgement calls AI can't.
Our methodology is tool-agnostic: it works with your preferred test automation tools, frameworks and AI platforms. When code-based automation is the right fit, we deliver it on our Test Automation Accelerator Framework, which provides the reusable architecture and utilities needed to build and maintain automation at greater volume.
Our Playwright Test Automation Framework is an enterprise-grade automation foundation with best-practice architecture, integrations and standards built in so every generated test lands in a structure your team can maintain.
By standardising best practices, reusable components, and smart utilities, the framework reduces regression testing time by up to 95 percent while ensuring consistent quality across teams and projects.
Confirmed test cases become enterprise-grade automated tests up to 3× faster than manual scripting — demonstrated on real enterprise applications, with expert engineers approving every script before it ships.
TTC Global's approach delivered 428 automated tests, twice what an out-of-the-box Playwright build achieved in the same period of time.
