More speed
AI supports assessment, test design, test data, API wiring and triage. Repetitive implementation moves faster while architecture and release stay with the team.
Line of work 04
AI Test Automation & Migration
Migrate test automation faster, keep it under control
Many companies pay high licence fees for mature test automation — and still hesitate to move away from the tool. We migrate regression suites to open, maintainable frameworks. AI accelerates analysis, generation and triage; experienced test engineers own architecture, review and release.
AI-first, never blind
AI does not write tests directly into production for us. We define target architecture, patterns, test data and acceptance criteria first. Generated tests, page objects, API clients and triage suggestions are read, improved and accepted only after a quality gate.
From proprietary suites to open frameworks
We migrate tests from Tosca, UFT, Ranorex, TestComplete, Katalon or UiPath Test Suite to Playwright, Selenium or Robot Framework. Not by naive conversion, but through inventory, risk mapping, coverage matrix, pilot and controlled parallel runs.
Regression that fits your pipeline
The new automation runs in GitHub Actions, GitLab CI/CD, Jenkins or Azure DevOps — with JUnit reports, Allure, Xray, traces, screenshots and clear quality gates. Failed does not automatically mean product defect: evidence, triage and ownership decide the route back.
Handover instead of new dependency
The goal is no new vendor lock-in and no permanent consultant dependency. Your team receives code, architecture decisions, runbook, review guidelines and training on the AI-assisted workflow so automation can continue internally.
Why AI-first
Migrate faster, reduce cost, keep control.
Licence savings happen after replacement. Our AI-assisted approach also reduces the effort of the migration itself — without handing quality responsibility to a model.
Lower cost
Removing proprietary licences plus reducing manual implementation effort lowers migration cost and makes the business case easier to defend.
Higher quality
Consistent patterns, reviews of every generated change, flaky-test control and CI/CD quality gates create a regression suite releases can trust.
Typical landscapes
We automate tests for core platforms and custom systems.
Business-critical processes often span multiple systems. We test across UI, API, data and surrounding applications.
SAP S/4HANA
SAP SuccessFactors
Salesforce
ServiceNow
Microsoft Dynamics 365
Business Central
Oracle Fusion
Workday
Adobe Experience Manager
Custom B2B platforms
AI workflow
AI writes. We steer, review and own it.
A repeatable loop of human instruction, AI generation, expert review and quality gate.
1 · Direction
Target architecture, patterns, acceptance criteria and context are set precisely.
2 · Generation
Tests, test data, page objects, API clients and triage hints are produced faster.
3 · Review
Correctness, readability, privacy, security and maintainability are checked.
4 · Release
Only reviewed changes enter regression; everything else goes back into iteration.
Approach
Three phases from tool lock-in to owned regression.
Full replacement, staged migration or hybrid transition: the path follows risk, economics and technical fit.
AI-assisted assessment
Inventory, risk, coverage, licence model, test data and integrations are analysed and translated into a practical roadmap.
Outcome: decision paper with business casePilot & architecture
A representative pilot validates framework, patterns, CI/CD, reporting, Xray/Allure integration and parallel operation.
Outcome: production-ready foundationMigration & handover
We migrate in prioritised waves, stabilise regression and hand over code, docs, review process and training.
Outcome: internally operated test automationFrameworks & toolchain
Playwright
Selenium
Robot Framework
REST-Assured
Postman / Newman
JUnit
TestNG
Cucumber
GitHub Actions
GitLab CI/CD
Jenkins
Azure DevOps
Docker
Kubernetes
Jira / Xray
Allure Reports
Grafana
Frequent questions
What teams should clarify before migration.
Can the existing test suite be converted automatically?
Part of the test logic and test data can often be reused. A robust migration is rarely pure conversion, though: redundant, unstable or proprietary patterns are assessed and rebuilt deliberately.
How do you prevent losing coverage?
Through a coverage matrix, representative reference scenarios, pilot runs and a time-boxed parallel run. A domain is replaced only once the agreed acceptance criteria are met.
Does AI write tests without human control?
No. AI produces drafts based on our instructions. Every change is reviewed, optimised and protected by quality gates before it becomes part of production regression.
Playwright, Selenium or Robot Framework — which one is right?
That depends on your system landscape, browsers, team skills, non-web parts, libraries and operating model. The assessment documents the decision transparently.
Will our team stay dependent after migration?
No, the goal is full handover. Your team receives code, documentation, runbook, review guidelines and training on the AI-assisted working process.
Other lines of work
Ready for systems that last?
Revenue system, privacy-first AI or a platform with operational demands — let's talk about your project.