Ship fast.
Break nothing.

Most in-house QA teams are excellent at finding bugs — but don't have the capacity to build and maintain a mature automation framework alongside their regular testing work. We typically embed alongside existing QA teams to build the automation layer, freeing your team to focus on exploratory and domain-specific testing. We're an accelerant, not a replacement.

You'll have a running smoke test suite in week one and a core regression suite in week three. The real payback starts appearing in sprint five or six — when your team stops spending half of every sprint on manual regression and starts shipping new features with that time instead. Automation compounds: the suite grows with the product, and the time savings grow with it.

The test suite, documentation, and framework are yours — completely. We write all automation in standard, well-documented code (Playwright, pytest, etc.) that any engineer can read and extend. We run paired working sessions with your developers throughout so that framework knowledge lives in your team by the time we hand over.

Yes — and this is one of the most common situations we encounter. We start with a risk-based coverage model: identify the most critical user journeys and highest-risk code paths, and automate those first. You get meaningful coverage fast, rather than waiting months for 100% coverage of lower-risk code.

Both — but with a clear philosophy. We automate everything that is deterministic and repetitive (regression, API contracts, performance baselines). We apply human judgment to exploratory testing, usability edge cases, accessibility review, and anything that requires reasoning about user intent. The goal is to free human testers from repetitive work, not replace the thinking that only humans can do.