How to Speed Up Testing with MLOps Without Making Your DevOps Team Hate You

In my talk, I will discuss the evolution of testing, its integration into machine learning processes, and why traditional testing can often resemble a manual car inspection in a garage, while MLOps and AI act more like a full 360° diagnostic with an advanced computer that predicts failures and fine-tunes the engine and gearbox automatically.

I will also address the following questions:

1. Why is the traditional competency matrix becoming outdated, and how are modern AI tools replacing classical testing approaches?

2. What is MLOps, and how does it reduce routine tasks and accelerate processes?

3. Will artificial intelligence replace QA and DevOps (spoiler: it’s quite the opposite)?