A new company without a platform or an engineering team.
OpenServ started with the need to support agentic AI use cases. Building the company meant establishing both the technology and the people who would develop it.
The product also had to address questions that matter once agents perform real work: how they collaborate, how their execution can be reviewed, and how different models fit into the system.
A working platform with a team behind it.
OpenServ developed an agent API and marketplace used by customers, supported by an engineering team and a research-based approach to auditable reasoning.
The engagement brought together the platform, the organization building it, and the methods used to examine AI execution.
Research behind the work: BRAID, Bounded Reasoning for Autonomous Inference and Decisions, by Armağan Amcalar and Eyup Cinar. Research conducted at OpenServ Labs; published on arXiv in December 2025.