Coworker vs. Cortex

Coworker is an enterprise AI platform that routes each task to the right model with the right context. Teams get frontier-quality outputs at about 82% lower cost per task, and run roughly 5x more inference per dollar than they would on direct Claude or OpenAI consumption. Overview. Coworker is built for companies whose AI usage is growing faster than their AI budget. As frontier model adoption has scaled, customers face a tradeoff between slowing down adoption and cutting headcount to control spend. Coworker takes a different approach.

Engineering organizations grow faster than their processes. Services multiply, ownership gets murky, and institutional knowledge walks out the door with every departure. Standards that made sense at 50 engineers break down at 500. When something goes wrong, teams spend hours figuring out who's responsible which delays fixing the problem. When leadership asks how engineering is improving, there's no reliable answer. Cortex is the Engineering Operations Platform that changes this.