The Swiss Army Knife Approach to AI

What matters more is building a workflow that is model-agnostic by design. One where tools can be swapped, tested, combined or replaced without breaking the whole pipeline.

That is the mindset we have been exploring at Keywords Studios across a range of research and development projects.

We like to describe this as a Swiss Army knife approach to AI. Not because every tool should do everything, but because real production needs flexibility. Different tasks need different combinations of LLMs, 2D, video, audio and 3D tools, sometimes open-source, sometimes closed-source. The important thing is not loyalty to a model. It is building a system that stays useful as the technology changes.