MageSQL

How can enterprise systems evolve to support agentic workflows? In this post, we explore the conceptual foundations of Blue—a framework designed to integrate AI agents, data, and services into scalable, observable, and controllable enterprise applications.

We present three new papers that tackle a pressing and underexplored topic in NLP: multi-document reasoning. These works offer rigorous benchmarks, novel methodologies, and empirical insights into how large language models (LLMs) handle complexity across multiple sources of information.

We present Blue v0.9, our open-source framework for building and deploying agentic workflows in enterprise environments. Unlike conventional AI frameworks, Blue is designed with enterprise-scale requirements in mind—scalability, observability, configurability, and seamless integration with existing infrastructure.