4 min

We're not fighting AI. We're refusing to let it freestyle your footage.

AI where it helps, determinism where it counts. The honest line we draw, and why we'd rather be dependable than flashy.

engineeringaiproduct

There's a version of this product that leans hard into generative AI and produces something different and occasionally dazzling on every run. We deliberately didn't build that one.

Generative models are superb at ideas and terrible at repeatability. A video editor that a business depends on needs the opposite: the same input must produce the same output, every single time, or you can't trust it with client work.

The honest line

So we use AI to understand — to transcribe, to detect, to match B-roll to what you're saying — and we use boring, testable code to decide. We tell you plainly which is which, because you deserve to know what's touching your work.

It's a less flashy demo and a much better tool. That trade is the whole point.