Frequently asked questions

We provide AI engineering and AI testing, custom software development, and software testing and quality assurance. Clients hire us to find bugs before release, automate their testing, evaluate AI features for accuracy and safety, and build reliable web and mobile applications.

Web applications, iOS and Android apps, APIs, desktop software and AI-powered features such as chatbots, copilots and retrieval-based search.

Both. Most teams benefit from a mix: automation for stable, repeatable regression checks, and manual exploratory testing for new features, usability and edge cases. Either way, a human stays in the loop to review results and judge overall quality. We'll recommend the right balance during your free assessment.

We commonly work with Playwright, Cypress, Selenium and Appium for UI testing, Postman and code-based frameworks for APIs, and k6 and JMeter for performance testing. We're happy to work within the tools and CI pipeline you already use.

We build evaluation sets of realistic and adversarial prompts, score responses against a written rubric, red-team for prompt injection and data leakage, and set up automated evaluations that run whenever prompts or models change. A human stays in the loop: our reviewers check real outputs and make the final call on quality. Read our guide to testing AI features for details.

Yes. We develop web apps, mobile apps, APIs, integrations and AI features. Every project ships with automated tests and CI/CD in place.

We offer fixed-price projects, monthly QA retainers and embedded team arrangements. After a free assessment call, we'll send a written proposal with a clear scope and price.

Yes. We work inside your issue tracker, source control and chat tools, such as Jira, Linear, GitHub, GitLab and Slack, and join your team's meetings where it helps.

You do. Everything we produce for you, including test code, test plans and reports, belongs to you.

Yes. We're happy to sign a mutual NDA before you share any product details.