Jev might be the perfect example of how fast a good AI idea gets commoditized now.
It launched Sep 15. Within two weeks, OpenAI, Databricks + Cloudflare were already shipping around the same primitive. Cloudflare’s Clef-flash is even Jev-compatible and claims ~13x lower median latency.
So demand wasn’t the problem. The idea was just easy to absorb once everyone saw it work.
Feels like the moat here has to be the feedback loop, proprietary data + distribution.
Jev found the category. Everyone else showed up almost immediately.
It launched Sep 15. Within two weeks, OpenAI, Databricks + Cloudflare were already shipping around the same primitive. Cloudflare’s Clef-flash is even Jev-compatible and claims ~13x lower median latency.
So demand wasn’t the problem. The idea was just easy to absorb once everyone saw it work.
Feels like the moat here has to be the feedback loop, proprietary data + distribution.
Jev found the category. Everyone else showed up almost immediately.

