Coworker vs. Alloy Automation

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.

The Agentic AI Infrastructure Platform for Product and Engineering Teams Alloy Automation helps product and engineering teams power real-world AI capabilities by connecting their agents and applications to hundreds of critical business systems through the Model Context Protocol (MCP) and Connectivity API (CAPI). Together, they form the foundation of Alloy’s agentic infrastructure — enabling secure, context-aware, and scalable access to data and actions across every part of your tech stack.