Features powered by language models don't fail like traditional software — they degrade gradually, inconsistently, and often silently. We build evaluation suites with graders, rubrics and reliability metrics designed for non-deterministic output, so you can ship AI features with the same confidence you'd expect from deterministic code.
When you're shipping a chatbot, copilot, agent or any LLM-powered feature and 'it looked fine in the demo' isn't a testing strategy.
We integrate AI copilots into your existing test suites — generating test cases from tickets and specs, self-healing brittle selectors, and triaging failures — so your team ships coverage faster without hand-writing every script.
Learn moreWe build maintainable automation frameworks for functional, regression, API and mobile testing that scale with your release cadence.
Learn moreTell us what's keeping you up at night — we'll point you in the right direction, even if that means a smaller engagement than you expected.
