UbiOps is an AI infrastructure platform designed for data scientists and developers who want to streamline the deployment of their AI and ML models. With UbiOps, users can turn their code into live services with minimal effort, benefiting from features like automatic scaling, load balancing, and monitoring. This flexibility allows teams to focus on building and optimizing their models rather than dealing with infrastructure complexities. It supports various programming languages and integrates seamlessly with existing workflows and systems, making it a versatile choice for AI-driven projects.

Swarms World provides a unified interface for designing multi-agent systems, allowing users to define roles, communication protocols, and workflows visually or via code. Agents can collaborate, delegate subtasks, and aggregate results in real time. The platform supports on-premises, cloud, and edge deployments, with built-in logging, performance metrics, and automatic scaling. A decentralized marketplace lets users discover, share, and monetize agent modules. With support for popular LLMs, APIs, and custom models, Swarms World accelerates the development of robust, enterprise-grade AI automation at scale.